DataFrame
NO COMPARISON TARGET
8378
ROWS
0
DUPLICATES
16.4 MB
RAM
195
FEATURES
66
CATEGORICAL
122
NUMERICAL
7
TEXT
2.3.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
iid
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
551
(7%)
ZEROES:
---
MAX
552
95%
533
Q3
407
AVG
284
MEDIAN
281
Q1
154
5%
34
MIN
1
RANGE
551
IQR
253
STD
159
VAR
25,149
KURT.
-1.13
SKEW
-0.002
SUM
2.4M
2
id
VALUES:
8,377
(>99%)
MISSING:
1
(<1%)
DISTINCT:
22
(<1%)
ZEROES:
---
MAX
22.0
95%
19.0
Q3
13.0
AVG
9.0
MEDIAN
8.0
Q1
4.0
5%
1.0
MIN
1.0
RANGE
21.0
IQR
9.00
STD
5.49
VAR
30.2
KURT.
-0.872
SKEW
0.377
SUM
75,060
3
gender
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
4
idg
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
44
(<1%)
ZEROES:
---
MAX
44.0
95%
37.0
Q3
26.0
AVG
17.3
MEDIAN
16.0
Q1
8.0
5%
2.0
MIN
1.0
RANGE
43.0
IQR
18.0
STD
10.9
VAR
120
KURT.
-0.860
SKEW
0.381
SUM
145k
5
condtn
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
6
wave
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
21
(<1%)
ZEROES:
---
MAX
21.0
95%
21.0
Q3
15.0
AVG
11.4
MEDIAN
11.0
Q1
7.0
5%
2.0
MIN
1.0
RANGE
20.0
IQR
8.00
STD
6.00
VAR
36.0
KURT.
-1.02
SKEW
0.025
SUM
95,098
7
round
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
---
MAX
22.0
95%
22.0
Q3
20.0
MEDIAN
18.0
AVG
16.9
Q1
14.0
5%
9.0
MIN
5.0
RANGE
17.0
IQR
6.00
STD
4.36
VAR
19.0
KURT.
-0.305
SKEW
-0.840
SUM
141k
8
position
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
22
(<1%)
ZEROES:
---
MAX
22.0
95%
19.0
Q3
13.0
AVG
9.0
MEDIAN
8.0
Q1
4.0
5%
1.0
MIN
1.0
RANGE
21.0
IQR
9.00
STD
5.51
VAR
30.4
KURT.
-0.889
SKEW
0.366
SUM
75,760
9
positin1
VALUES:
6,532
(78%)
MISSING:
1,846
(22%)
DISTINCT:
22
(<1%)
ZEROES:
---
MAX
22.0
95%
19.0
Q3
14.0
AVG
9.3
MEDIAN
9.0
Q1
4.0
5%
1.0
MIN
1.0
RANGE
21.0
IQR
10.0
STD
5.65
VAR
31.9
KURT.
-0.951
SKEW
0.327
SUM
60,720
10
order
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
22
(<1%)
ZEROES:
---
MAX
22.0
95%
19.0
Q3
13.0
AVG
8.9
MEDIAN
8.0
Q1
4.0
5%
1.0
MIN
1.0
RANGE
21.0
IQR
9.00
STD
5.48
VAR
30.0
KURT.
-0.860
SKEW
0.385
SUM
74,796
11
partner
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
22
(<1%)
ZEROES:
---
MAX
22.0
95%
19.0
Q3
13.0
AVG
9.0
MEDIAN
8.0
Q1
4.0
5%
1.0
MIN
1.0
RANGE
21.0
IQR
9.00
STD
5.49
VAR
30.2
KURT.
-0.870
SKEW
0.378
SUM
75,097
12
pid
VALUES:
8,368
(>99%)
MISSING:
10
(<1%)
DISTINCT:
551
(7%)
ZEROES:
---
MAX
552
95%
533
Q3
408
AVG
284
MEDIAN
281
Q1
154
5%
34
MIN
1
RANGE
551
IQR
254
STD
159
VAR
25,149
KURT.
-1.13
SKEW
-0.004
SUM
2.4M
13
match
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
14
int_corr
VALUES:
8,220
(98%)
MISSING:
158
(2%)
DISTINCT:
155
(2%)
ZEROES:
74
(<1%)
MAX
0.91
95%
0.65
Q3
0.43
MEDIAN
0.21
AVG
0.20
Q1
-0.02
5%
-0.34
MIN
-0.83
RANGE
1.74
IQR
0.450
STD
0.304
VAR
0.092
KURT.
-0.517
SKEW
-0.260
SUM
1,611
15
samerace
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
16
age_o
VALUES:
8,274
(99%)
MISSING:
104
(1%)
DISTINCT:
24
(<1%)
ZEROES:
---
MAX
55.0
95%
33.0
Q3
28.0
AVG
26.4
MEDIAN
26.0
Q1
24.0
5%
22.0
MIN
18.0
RANGE
37.0
IQR
4.00
STD
3.56
VAR
12.7
KURT.
3.65
SKEW
1.07
SUM
218k
17
race_o
VALUES:
8,305
(>99%)
MISSING:
73
(<1%)
DISTINCT:
5
(<1%)
18
pf_o_att
VALUES:
8,289
(99%)
MISSING:
89
(1%)
DISTINCT:
94
(1%)
ZEROES:
21
(<1%)
MAX
100
95%
50
Q3
25
AVG
22
MEDIAN
20
Q1
15
5%
10
MIN
0
RANGE
100
IQR
10.0
STD
12.6
VAR
158
KURT.
7.01
SKEW
2.18
SUM
186k
19
pf_o_sin
VALUES:
8,289
(99%)
MISSING:
89
(1%)
DISTINCT:
78
(<1%)
ZEROES:
208
(2%)
MAX
60.0
95%
30.0
Q3
20.0
MEDIAN
18.4
AVG
17.4
Q1
15.0
5%
5.0
MIN
0.0
RANGE
60.0
IQR
5.00
STD
7.04
VAR
49.6
KURT.
2.51
SKEW
0.289
SUM
144k
20
pf_o_int
VALUES:
8,289
(99%)
MISSING:
89
(1%)
DISTINCT:
65
(<1%)
ZEROES:
83
(<1%)
MAX
50.0
95%
30.0
Q3
23.8
AVG
20.3
MEDIAN
20.0
Q1
17.4
5%
10.0
MIN
0.0
RANGE
50.0
IQR
6.42
STD
6.78
VAR
46.0
KURT.
3.15
SKEW
0.579
SUM
168k
21
pf_o_fun
VALUES:
8,280
(99%)
MISSING:
98
(1%)
DISTINCT:
71
(<1%)
ZEROES:
32
(<1%)
MAX
50.0
95%
27.0
Q3
20.0
MEDIAN
18.0
AVG
17.5
Q1
15.0
5%
10.0
MIN
0.0
RANGE
50.0
IQR
5.00
STD
6.09
VAR
37.0
KURT.
2.88
SKEW
0.567
SUM
145k
22
pf_o_amb
VALUES:
8,271
(99%)
MISSING:
107
(1%)
DISTINCT:
82
(<1%)
ZEROES:
825
(10%)
MAX
53.0
95%
20.0
Q3
15.0
AVG
10.7
MEDIAN
10.0
Q1
5.0
5%
0.0
MIN
0.0
RANGE
53.0
IQR
10.0
STD
6.13
VAR
37.5
KURT.
1.85
SKEW
0.252
SUM
88,379
23
pf_o_sha
VALUES:
8,249
(98%)
MISSING:
129
(2%)
DISTINCT:
85
(1%)
ZEROES:
713
(9%)
MAX
30.0
95%
20.0
Q3
16.0
AVG
11.8
MEDIAN
10.6
Q1
9.5
5%
0.0
MIN
0.0
RANGE
30.0
IQR
6.48
STD
6.36
VAR
40.5
KURT.
-0.291
SKEW
-0.042
SUM
97,717
24
dec_o
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
25
attr_o
VALUES:
8,166
(97%)
MISSING:
212
(3%)
DISTINCT:
18
(<1%)
ZEROES:
8
(<1%)
MAX
10.5
95%
9.0
Q3
8.0
AVG
6.2
MEDIAN
6.0
Q1
5.0
5%
3.0
MIN
0.0
RANGE
10.5
IQR
3.00
STD
1.95
VAR
3.80
KURT.
-0.101
SKEW
-0.319
SUM
50,551
26
sinc_o
VALUES:
8,091
(97%)
MISSING:
287
(3%)
DISTINCT:
14
(<1%)
ZEROES:
9
(<1%)
MAX
10.0
95%
10.0
Q3
8.0
AVG
7.2
MEDIAN
7.0
Q1
6.0
5%
4.0
MIN
0.0
RANGE
10.0
IQR
2.00
STD
1.74
VAR
3.03
KURT.
0.745
SKEW
-0.639
SUM
58,055
27
intel_o
VALUES:
8,072
(96%)
MISSING:
306
(4%)
DISTINCT:
17
(<1%)
ZEROES:
5
(<1%)
MAX
10.0
95%
10.0
Q3
8.0
AVG
7.4
MEDIAN
7.0
Q1
6.0
5%
5.0
MIN
0.0
RANGE
10.0
IQR
2.00
STD
1.55
VAR
2.40
KURT.
0.759
SKEW
-0.546
SUM
59,485
28
fun_o
VALUES:
8,018
(96%)
MISSING:
360
(4%)
DISTINCT:
17
(<1%)
ZEROES:
14
(<1%)
MAX
11.0
95%
9.0
Q3
8.0
MEDIAN
7.0
AVG
6.4
Q1
5.0
5%
3.0
MIN
0.0
RANGE
11.0
IQR
3.00
STD
1.95
VAR
3.82
KURT.
0.095
SKEW
-0.451
SUM
51,320
29
amb_o
VALUES:
7,656
(91%)
MISSING:
722
(9%)
DISTINCT:
15
(<1%)
ZEROES:
5
(<1%)
MAX
10.0
95%
10.0
Q3
8.0
MEDIAN
7.0
AVG
6.8
Q1
6.0
5%
4.0
MIN
0.0
RANGE
10.0
IQR
2.00
STD
1.79
VAR
3.22
KURT.
0.171
SKEW
-0.394
SUM
51,896
30
shar_o
VALUES:
7,302
(87%)
MISSING:
1,076
(13%)
DISTINCT:
15
(<1%)
ZEROES:
59
(<1%)
MAX
10.0
95%
9.0
Q3
7.0
MEDIAN
6.0
AVG
5.5
Q1
4.0
5%
2.0
MIN
0.0
RANGE
10.0
IQR
3.00
STD
2.16
VAR
4.65
KURT.
-0.374
SKEW
-0.192
SUM
39,978
31
like_o
VALUES:
8,128
(97%)
MISSING:
250
(3%)
DISTINCT:
18
(<1%)
ZEROES:
8
(<1%)
MAX
10.0
95%
9.0
Q3
7.0
AVG
6.1
MEDIAN
6.0
Q1
5.0
5%
3.0
MIN
0.0
RANGE
10.0
IQR
2.00
STD
1.84
VAR
3.39
KURT.
0.130
SKEW
-0.452
SUM
49,861
32
prob_o
VALUES:
8,060
(96%)
MISSING:
318
(4%)
DISTINCT:
19
(<1%)
ZEROES:
49
(<1%)
MAX
10.0
95%
9.0
Q3
7.0
AVG
5.2
MEDIAN
5.0
Q1
4.0
5%
1.0
MIN
0.0
RANGE
10.0
IQR
3.00
STD
2.13
VAR
4.53
KURT.
-0.323
SKEW
-0.121
SUM
41,978
33
met_o
VALUES:
7,993
(95%)
MISSING:
385
(5%)
DISTINCT:
7
(<1%)
34
age
VALUES:
8,283
(99%)
MISSING:
95
(1%)
DISTINCT:
24
(<1%)
ZEROES:
---
MAX
55.0
95%
33.0
Q3
28.0
AVG
26.4
MEDIAN
26.0
Q1
24.0
5%
22.0
MIN
18.0
RANGE
37.0
IQR
4.00
STD
3.57
VAR
12.7
KURT.
3.63
SKEW
1.07
SUM
218k
35
field
VALUES:
8,315
(>99%)
MISSING:
63
(<1%)
DISTINCT:
259
(3%)
521
6%
-
-
Business
468
6%
-
-
MBA
462
6%
-
-
Law
378
5%
-
-
Social Work
252
3%
-
-
International Affairs
164
2%
-
-
Electrical Engineering
139
2%
-
-
Psychology
5,931
71%
-
-
(Other)
36
field_cd
VALUES:
8,296
(>99%)
MISSING:
82
(<1%)
DISTINCT:
18
(<1%)
ZEROES:
---
MAX
18.0
95%
13.2
Q3
10.0
MEDIAN
8.0
AVG
7.7
Q1
5.0
5%
1.0
MIN
1.0
RANGE
17.0
IQR
5.00
STD
3.76
VAR
14.1
KURT.
-0.461
SKEW
0.014
SUM
63,568
37
undergra
VALUES:
4,914
(59%)
MISSING:
3,464
(41%)
DISTINCT:
241
(3%)
107
2%
-
-
UC Berkeley
104
2%
-
-
Harvard
95
2%
-
-
Columbia
86
2%
-
-
Yale
78
2%
-
-
NYU
66
1%
-
-
UCLA
66
1%
-
-
Brown
4,312
88%
-
-
(Other)
38
mn_sat
VALUES:
3,133
(37%)
MISSING:
5,245
(63%)
DISTINCT:
68
(<1%)
39
tuition
VALUES:
3,583
(43%)
MISSING:
4,795
(57%)
DISTINCT:
115
(1%)
241
7%
-
-
26,908.00
174
5%
-
-
26,019.00
138
4%
-
-
15,162.00
112
3%
-
-
25,380.00
108
3%
-
-
26,062.00
96
3%
-
-
27,395.00
95
3%
-
-
26,100.00
2,619
73%
-
-
(Other)
40
race
VALUES:
8,315
(>99%)
MISSING:
63
(<1%)
DISTINCT:
5
(<1%)
41
imprace
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
8
(<1%)
MAX
10.0
95%
9.0
Q3
6.0
AVG
3.8
MEDIAN
3.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
10.0
IQR
5.00
STD
2.85
VAR
8.10
KURT.
-0.910
SKEW
0.658
SUM
31,410
42
imprelig
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
10
(<1%)
43
from
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
269
(3%)
522
6%
-
-
New York
365
4%
-
-
New Jersey
301
4%
-
-
California
139
2%
-
-
China
132
2%
-
-
Italy
130
2%
-
-
New York City
123
1%
-
-
Boston
6,587
79%
-
-
(Other)
44
zipcode
VALUES:
7,314
(87%)
MISSING:
1,064
(13%)
DISTINCT:
409
(5%)
355
5%
-
-
0
139
2%
-
-
10,021
128
2%
-
-
10,027
121
2%
-
-
10,025
48
<1%
-
-
19,087
41
<1%
-
-
92,064
41
<1%
-
-
7,410
6,441
88%
-
-
(Other)
45
income
VALUES:
4,279
(51%)
MISSING:
4,099
(49%)
DISTINCT:
261
(3%)
124
3%
-
-
55,080.00
41
<1%
-
-
53,229.00
39
<1%
-
-
25,401.00
37
<1%
-
-
78,704.00
37
<1%
-
-
33,772.00
37
<1%
-
-
49,409.00
34
<1%
-
-
80,006.00
3,930
92%
-
-
(Other)
46
goal
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
6
(<1%)
47
date
VALUES:
8,281
(99%)
MISSING:
97
(1%)
DISTINCT:
7
(<1%)
48
go_out
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
7
(<1%)
49
career
VALUES:
8,289
(99%)
MISSING:
89
(1%)
DISTINCT:
367
(4%)
202
2%
-
-
Finance
199
2%
-
-
professor
154
2%
-
-
Lawyer
148
2%
-
-
Professor
147
2%
-
-
Consulting
136
2%
-
-
Social Worker
121
1%
-
-
Law
7,182
87%
-
-
(Other)
50
career_c
VALUES:
8,240
(98%)
MISSING:
138
(2%)
DISTINCT:
17
(<1%)
ZEROES:
---
MAX
17.0
95%
11.0
Q3
7.0
MEDIAN
6.0
AVG
5.3
Q1
2.0
5%
1.0
MIN
1.0
RANGE
16.0
IQR
5.00
STD
3.31
VAR
11.0
KURT.
-0.051
SKEW
0.591
SUM
43,489
51
sports
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
10
(<1%)
52
tvsports
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
10
(<1%)
53
exercise
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
10
(<1%)
54
dining
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
10
(<1%)
55
museums
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
18
(<1%)
MAX
10.0
95%
10.0
Q3
9.0
MEDIAN
7.0
AVG
7.0
Q1
6.0
5%
3.0
MIN
0.0
RANGE
10.0
IQR
3.00
STD
2.05
VAR
4.21
KURT.
-0.074
SKEW
-0.610
SUM
57,975
56
art
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
18
(<1%)
MAX
10.0
95%
10.0
Q3
8.0
MEDIAN
7.0
AVG
6.7
Q1
5.0
5%
3.0
MIN
0.0
RANGE
10.0
IQR
3.00
STD
2.26
VAR
5.12
KURT.
-0.511
SKEW
-0.476
SUM
55,724
57
hiking
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
18
(<1%)
MAX
10.0
95%
10.0
Q3
8.0
MEDIAN
6.0
AVG
5.7
Q1
4.0
5%
1.0
MIN
0.0
RANGE
10.0
IQR
4.00
STD
2.57
VAR
6.61
KURT.
-1.00
SKEW
-0.162
SUM
47,612
58
gaming
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
12
(<1%)
ZEROES:
59
(<1%)
MAX
14.0
95%
8.0
Q3
6.0
AVG
3.9
MEDIAN
3.0
Q1
2.0
5%
1.0
MIN
0.0
RANGE
14.0
IQR
4.00
STD
2.62
VAR
6.87
KURT.
0.605
SKEW
0.821
SUM
32,210
59
clubbing
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
18
(<1%)
MAX
10.0
95%
9.0
Q3
8.0
MEDIAN
6.0
AVG
5.7
Q1
4.0
5%
1.0
MIN
0.0
RANGE
10.0
IQR
4.00
STD
2.50
VAR
6.26
KURT.
-0.831
SKEW
-0.464
SUM
47,686
60
reading
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
---
MAX
13.0
95%
10.0
Q3
9.0
MEDIAN
8.0
AVG
7.7
Q1
7.0
5%
3.0
MIN
1.0
RANGE
12.0
IQR
2.00
STD
2.01
VAR
4.03
KURT.
0.485
SKEW
-0.808
SUM
63,724
61
tv
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
10
(<1%)
62
theater
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
18
(<1%)
MAX
10.0
95%
10.0
Q3
9.0
MEDIAN
7.0
AVG
6.8
Q1
5.0
5%
3.0
MIN
0.0
RANGE
10.0
IQR
4.00
STD
2.24
VAR
5.00
KURT.
-0.287
SKEW
-0.548
SUM
56,235
63
movies
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
10
(<1%)
64
concerts
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
18
(<1%)
MAX
10.0
95%
10.0
Q3
8.0
MEDIAN
7.0
AVG
6.8
Q1
5.0
5%
3.0
MIN
0.0
RANGE
10.0
IQR
3.00
STD
2.16
VAR
4.65
KURT.
-0.234
SKEW
-0.538
SUM
56,644
65
music
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
10
(<1%)
66
shopping
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
10
(<1%)
67
yoga
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
11
(<1%)
ZEROES:
36
(<1%)
MAX
10.0
95%
9.0
Q3
7.0
AVG
4.3
MEDIAN
4.0
Q1
2.0
5%
1.0
MIN
0.0
RANGE
10.0
IQR
5.00
STD
2.72
VAR
7.39
KURT.
-0.991
SKEW
0.398
SUM
36,011
68
exphappy
VALUES:
8,277
(99%)
MISSING:
101
(1%)
DISTINCT:
10
(<1%)
69
expnum
VALUES:
1,800
(21%)
MISSING:
6,578
(79%)
DISTINCT:
18
(<1%)
ZEROES:
114
(1%)
MAX
20.0
95%
18.0
Q3
8.0
AVG
5.6
MEDIAN
4.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
20.0
IQR
6.00
STD
4.76
VAR
22.7
KURT.
1.49
SKEW
1.39
SUM
10,027
70
attr1_1
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
94
(1%)
ZEROES:
21
(<1%)
MAX
100
95%
50
Q3
25
AVG
23
MEDIAN
20
Q1
15
5%
10
MIN
0
RANGE
100
IQR
10.0
STD
12.6
VAR
158
KURT.
6.98
SKEW
2.17
SUM
187k
71
sinc1_1
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
78
(<1%)
ZEROES:
208
(2%)
MAX
60.0
95%
30.0
Q3
20.0
MEDIAN
18.2
AVG
17.4
Q1
15.0
5%
5.0
MIN
0.0
RANGE
60.0
IQR
5.00
STD
7.05
VAR
49.7
KURT.
2.51
SKEW
0.292
SUM
144k
72
intel1_1
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
65
(<1%)
ZEROES:
83
(<1%)
MAX
50.0
95%
30.0
Q3
23.8
AVG
20.3
MEDIAN
20.0
Q1
17.4
5%
10.0
MIN
0.0
RANGE
50.0
IQR
6.42
STD
6.78
VAR
46.0
KURT.
3.15
SKEW
0.579
SUM
168k
73
fun1_1
VALUES:
8,289
(99%)
MISSING:
89
(1%)
DISTINCT:
71
(<1%)
ZEROES:
32
(<1%)
MAX
50.0
95%
27.0
Q3
20.0
MEDIAN
18.0
AVG
17.5
Q1
15.0
5%
10.0
MIN
0.0
RANGE
50.0
IQR
5.00
STD
6.09
VAR
37.0
KURT.
2.88
SKEW
0.567
SUM
145k
74
amb1_1
VALUES:
8,279
(99%)
MISSING:
99
(1%)
DISTINCT:
82
(<1%)
ZEROES:
825
(10%)
MAX
53.0
95%
20.0
Q3
15.0
AVG
10.7
MEDIAN
10.0
Q1
5.0
5%
0.0
MIN
0.0
RANGE
53.0
IQR
10.0
STD
6.12
VAR
37.5
KURT.
1.86
SKEW
0.253
SUM
88,441
75
shar1_1
VALUES:
8,257
(99%)
MISSING:
121
(1%)
DISTINCT:
85
(1%)
ZEROES:
713
(9%)
MAX
30.0
95%
20.0
Q3
16.0
AVG
11.8
MEDIAN
10.6
Q1
9.5
5%
0.0
MIN
0.0
RANGE
30.0
IQR
6.48
STD
6.36
VAR
40.5
KURT.
-0.291
SKEW
-0.041
SUM
97,805
76
attr4_1
VALUES:
6,489
(77%)
MISSING:
1,889
(23%)
DISTINCT:
33
(<1%)
ZEROES:
---
MAX
95.0
95%
50.0
Q3
35.0
AVG
26.4
MEDIAN
25.0
Q1
10.0
5%
8.0
MIN
5.0
RANGE
90.0
IQR
25.0
STD
16.3
VAR
266
KURT.
1.51
SKEW
1.09
SUM
171k
77
sinc4_1
VALUES:
6,489
(77%)
MISSING:
1,889
(23%)
DISTINCT:
24
(<1%)
ZEROES:
363
(4%)
MAX
35.0
95%
20.0
Q3
15.0
AVG
11.1
MEDIAN
10.0
Q1
6.0
5%
0.0
MIN
0.0
RANGE
35.0
IQR
9.00
STD
6.66
VAR
44.3
KURT.
0.667
SKEW
0.814
SUM
71,843
78
intel4_1
VALUES:
6,489
(77%)
MISSING:
1,889
(23%)
DISTINCT:
24
(<1%)
ZEROES:
125
(1%)
MAX
35.0
95%
25.0
Q3
16.0
AVG
12.6
MEDIAN
10.0
Q1
8.0
5%
4.0
MIN
0.0
RANGE
35.0
IQR
8.00
STD
6.72
VAR
45.1
KURT.
0.157
SKEW
0.678
SUM
81,997
79
fun4_1
VALUES:
6,489
(77%)
MISSING:
1,889
(23%)
DISTINCT:
22
(<1%)
ZEROES:
41
(<1%)
MAX
45.0
95%
30.0
Q3
20.0
AVG
15.6
MEDIAN
15.0
Q1
10.0
5%
5.0
MIN
0.0
RANGE
45.0
IQR
10.0
STD
7.33
VAR
53.7
KURT.
-0.034
SKEW
0.507
SUM
101k
80
amb4_1
VALUES:
6,489
(77%)
MISSING:
1,889
(23%)
DISTINCT:
25
(<1%)
ZEROES:
563
(7%)
MAX
50.0
95%
20.0
Q3
15.0
MEDIAN
10.0
AVG
9.8
Q1
5.0
5%
0.0
MIN
0.0
RANGE
50.0
IQR
10.0
STD
7.00
VAR
49.0
KURT.
5.36
SKEW
1.56
SUM
63,463
81
shar4_1
VALUES:
6,467
(77%)
MISSING:
1,911
(23%)
DISTINCT:
25
(<1%)
ZEROES:
271
(3%)
MAX
40.0
95%
20.0
Q3
15.0
AVG
11.0
MEDIAN
10.0
Q1
7.0
5%
2.0
MIN
0.0
RANGE
40.0
IQR
8.00
STD
6.06
VAR
36.7
KURT.
1.19
SKEW
0.770
SUM
71,233
82
attr2_1
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
87
(1%)
ZEROES:
15
(<1%)
MAX
100
95%
60
Q3
40
AVG
30
MEDIAN
25
Q1
20
5%
14
MIN
0
RANGE
100
IQR
20.0
STD
16.2
VAR
264
KURT.
2.62
SKEW
1.53
SUM
252k
83
sinc2_1
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
80
(<1%)
ZEROES:
430
(5%)
MAX
50.0
95%
25.0
Q3
18.8
MEDIAN
15.0
AVG
13.3
Q1
10.0
5%
0.0
MIN
0.0
RANGE
50.0
IQR
8.75
STD
6.98
VAR
48.7
KURT.
0.553
SKEW
0.239
SUM
110k
84
intel2_1
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
78
(<1%)
ZEROES:
254
(3%)
MAX
40.0
95%
25.0
Q3
20.0
MEDIAN
15.0
AVG
14.4
Q1
10.0
5%
5.0
MIN
0.0
RANGE
40.0
IQR
10.0
STD
6.26
VAR
39.2
KURT.
0.795
SKEW
0.207
SUM
120k
85
fun2_1
VALUES:
8,299
(>99%)
MISSING:
79
(<1%)
DISTINCT:
74
(<1%)
ZEROES:
83
(<1%)
MAX
50.0
95%
30.0
Q3
20.0
MEDIAN
20.0
AVG
18.4
Q1
15.0
5%
10.0
MIN
0.0
RANGE
50.0
IQR
5.00
STD
6.58
VAR
43.3
KURT.
1.33
SKEW
0.161
SUM
153k
86
amb2_1
VALUES:
8,289
(99%)
MISSING:
89
(1%)
DISTINCT:
77
(<1%)
ZEROES:
609
(7%)
MAX
50.0
95%
24.1
Q3
15.0
AVG
11.7
MEDIAN
10.0
Q1
6.0
5%
0.0
MIN
0.0
RANGE
50.0
IQR
9.00
STD
6.89
VAR
47.4
KURT.
2.02
SKEW
0.684
SUM
97,350
87
shar2_1
VALUES:
8,289
(99%)
MISSING:
89
(1%)
DISTINCT:
73
(<1%)
ZEROES:
553
(7%)
MAX
30.0
95%
20.0
Q3
15.6
AVG
11.9
MEDIAN
10.0
Q1
10.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
5.63
STD
6.17
VAR
38.0
KURT.
-0.107
SKEW
0.095
SUM
98,265
88
attr3_1
VALUES:
8,273
(99%)
MISSING:
105
(1%)
DISTINCT:
9
(<1%)
89
sinc3_1
VALUES:
8,273
(99%)
MISSING:
105
(1%)
DISTINCT:
9
(<1%)
90
fun3_1
VALUES:
8,273
(99%)
MISSING:
105
(1%)
DISTINCT:
9
(<1%)
91
intel3_1
VALUES:
8,273
(99%)
MISSING:
105
(1%)
DISTINCT:
8
(<1%)
92
amb3_1
VALUES:
8,273
(99%)
MISSING:
105
(1%)
DISTINCT:
9
(<1%)
93
attr5_1
VALUES:
4,906
(59%)
MISSING:
3,472
(41%)
DISTINCT:
9
(<1%)
94
sinc5_1
VALUES:
4,906
(59%)
MISSING:
3,472
(41%)
DISTINCT:
10
(<1%)
95
intel5_1
VALUES:
4,906
(59%)
MISSING:
3,472
(41%)
DISTINCT:
8
(<1%)
96
fun5_1
VALUES:
4,906
(59%)
MISSING:
3,472
(41%)
DISTINCT:
9
(<1%)
97
amb5_1
VALUES:
4,906
(59%)
MISSING:
3,472
(41%)
DISTINCT:
10
(<1%)
98
dec
VALUES:
8,378
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
99
attr
VALUES:
8,176
(98%)
MISSING:
202
(2%)
DISTINCT:
17
(<1%)
ZEROES:
8
(<1%)
MAX
10.0
95%
9.0
Q3
8.0
AVG
6.2
MEDIAN
6.0
Q1
5.0
5%
3.0
MIN
0.0
RANGE
10.0
IQR
3.00
STD
1.95
VAR
3.80
KURT.
-0.099
SKEW
-0.321
SUM
50,609
100
sinc
VALUES:
8,101
(97%)
MISSING:
277
(3%)
DISTINCT:
14
(<1%)
ZEROES:
9
(<1%)
MAX
10.0
95%
10.0
Q3
8.0
AVG
7.2
MEDIAN
7.0
Q1
6.0
5%
4.0
MIN
0.0
RANGE
10.0
IQR
2.00
STD
1.74
VAR
3.03
KURT.
0.744
SKEW
-0.638
SUM
58,126
101
intel
VALUES:
8,082
(96%)
MISSING:
296
(4%)
DISTINCT:
17
(<1%)
ZEROES:
5
(<1%)
MAX
10.0
95%
10.0
Q3
8.0
AVG
7.4
MEDIAN
7.0
Q1
6.0
5%
5.0
MIN
0.0
RANGE
10.0
IQR
2.00
STD
1.55
VAR
2.40
KURT.
0.756
SKEW
-0.545
SUM
59,553
102
fun
VALUES:
8,028
(96%)
MISSING:
350
(4%)
DISTINCT:
16
(<1%)
ZEROES:
14
(<1%)
MAX
10.0
95%
9.0
Q3
8.0
MEDIAN
7.0
AVG
6.4
Q1
5.0
5%
3.0
MIN
0.0
RANGE
10.0
IQR
3.00
STD
1.95
VAR
3.82
KURT.
0.093
SKEW
-0.451
SUM
51,384
103
amb
VALUES:
7,666
(92%)
MISSING:
712
(8%)
DISTINCT:
15
(<1%)
ZEROES:
5
(<1%)
MAX
10.0
95%
10.0
Q3
8.0
MEDIAN
7.0
AVG
6.8
Q1
6.0
5%
4.0
MIN
0.0
RANGE
10.0
IQR
2.00
STD
1.79
VAR
3.22
KURT.
0.170
SKEW
-0.394
SUM
51,956
104
shar
VALUES:
7,311
(87%)
MISSING:
1,067
(13%)
DISTINCT:
15
(<1%)
ZEROES:
59
(<1%)
MAX
10.0
95%
9.0
Q3
7.0
MEDIAN
6.0
AVG
5.5
Q1
4.0
5%
2.0
MIN
0.0
RANGE
10.0
IQR
3.00
STD
2.16
VAR
4.65
KURT.
-0.374
SKEW
-0.192
SUM
40,024
105
like
VALUES:
8,138
(97%)
MISSING:
240
(3%)
DISTINCT:
18
(<1%)
ZEROES:
8
(<1%)
MAX
10.0
95%
9.0
Q3
7.0
AVG
6.1
MEDIAN
6.0
Q1
5.0
5%
3.0
MIN
0.0
RANGE
10.0
IQR
2.00
STD
1.84
VAR
3.39
KURT.
0.128
SKEW
-0.451
SUM
49,919
106
prob
VALUES:
8,069
(96%)
MISSING:
309
(4%)
DISTINCT:
19
(<1%)
ZEROES:
49
(<1%)
MAX
10.0
95%
9.0
Q3
7.0
AVG
5.2
MEDIAN
5.0
Q1
4.0
5%
1.0
MIN
0.0
RANGE
10.0
IQR
3.00
STD
2.13
VAR
4.54
KURT.
-0.324
SKEW
-0.121
SUM
42,020
107
met
VALUES:
8,003
(96%)
MISSING:
375
(4%)
DISTINCT:
8
(<1%)
108
match_es
VALUES:
7,205
(86%)
MISSING:
1,173
(14%)
DISTINCT:
17
(<1%)
ZEROES:
616
(7%)
MAX
18.0
95%
8.0
Q3
4.0
AVG
3.2
MEDIAN
3.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
18.0
IQR
2.00
STD
2.44
VAR
5.98
KURT.
4.16
SKEW
1.52
SUM
23,112
109
attr1_s
VALUES:
4,096
(49%)
MISSING:
4,282
(51%)
DISTINCT:
73
(<1%)
ZEROES:
---
MAX
95.0
95%
50.0
Q3
25.0
AVG
20.8
MEDIAN
17.6
Q1
14.8
5%
7.0
MIN
3.0
RANGE
92.0
IQR
10.2
STD
13.0
VAR
168
KURT.
8.05
SKEW
2.39
SUM
85,162
110
sinc1_s
VALUES:
4,096
(49%)
MISSING:
4,282
(51%)
DISTINCT:
67
(<1%)
ZEROES:
88
(1%)
MAX
50.0
95%
25.0
Q3
20.0
MEDIAN
15.8
AVG
15.4
Q1
10.0
5%
5.0
MIN
0.0
RANGE
50.0
IQR
10.0
STD
6.92
VAR
47.8
KURT.
2.52
SKEW
0.631
SUM
63,219
111
intel1_s
VALUES:
4,096
(49%)
MISSING:
4,282
(51%)
DISTINCT:
64
(<1%)
ZEROES:
28
(<1%)
MAX
40.0
95%
30.0
Q3
20.0
MEDIAN
18.4
AVG
17.2
Q1
10.0
5%
7.0
MIN
0.0
RANGE
40.0
IQR
10.0
STD
6.60
VAR
43.5
KURT.
0.503
SKEW
0.109
SUM
70,630
112
fun1_s
VALUES:
4,096
(49%)
MISSING:
4,282
(51%)
DISTINCT:
64
(<1%)
ZEROES:
---
MAX
40.0
95%
21.1
Q3
20.0
MEDIAN
15.9
AVG
15.3
Q1
10.0
5%
7.0
MIN
1.0
RANGE
39.0
IQR
10.0
STD
5.36
VAR
28.7
KURT.
1.30
SKEW
0.208
SUM
62,509
113
amb1_s
VALUES:
4,096
(49%)
MISSING:
4,282
(51%)
DISTINCT:
76
(<1%)
ZEROES:
166
(2%)
MAX
23.8
95%
20.0
Q3
15.0
AVG
11.1
MEDIAN
10.0
Q1
7.0
5%
1.0
MIN
0.0
RANGE
23.8
IQR
8.00
STD
5.51
VAR
30.4
KURT.
-0.777
SKEW
-0.123
SUM
45,648
114
shar1_s
VALUES:
4,096
(49%)
MISSING:
4,282
(51%)
DISTINCT:
76
(<1%)
ZEROES:
129
(2%)
MAX
30.0
95%
20.0
Q3
16.3
MEDIAN
12.5
AVG
12.5
Q1
9.0
5%
2.0
MIN
0.0
RANGE
30.0
IQR
7.28
STD
5.92
VAR
35.1
KURT.
-0.004
SKEW
0.115
SUM
51,028
115
attr3_s
VALUES:
4,000
(48%)
MISSING:
4,378
(52%)
DISTINCT:
9
(<1%)
116
sinc3_s
VALUES:
4,000
(48%)
MISSING:
4,378
(52%)
DISTINCT:
11
(<1%)
ZEROES:
---
MAX
10.00
95%
10.00
Q3
9.00
AVG
8.08
MEDIAN
8.00
Q1
7.00
5%
5.00
MIN
1.00
RANGE
9.00
IQR
2.00
STD
1.46
VAR
2.12
KURT.
2.21
SKEW
-1.14
SUM
32,328
117
intel3_s
VALUES:
4,000
(48%)
MISSING:
4,378
(52%)
DISTINCT:
8
(<1%)
118
fun3_s
VALUES:
4,000
(48%)
MISSING:
4,378
(52%)
DISTINCT:
8
(<1%)
119
amb3_s
VALUES:
4,000
(48%)
MISSING:
4,378
(52%)
DISTINCT:
9
(<1%)
120
satis_2
VALUES:
7,463
(89%)
MISSING:
915
(11%)
DISTINCT:
10
(<1%)
121
length
VALUES:
7,463
(89%)
MISSING:
915
(11%)
DISTINCT:
3
(<1%)
122
numdat_2
VALUES:
7,433
(89%)
MISSING:
945
(11%)
DISTINCT:
3
(<1%)
123
attr7_2
VALUES:
1,984
(24%)
MISSING:
6,394
(76%)
DISTINCT:
16
(<1%)
ZEROES:
---
MAX
80.0
95%
70.0
Q3
40.0
AVG
32.8
MEDIAN
30.0
Q1
20.0
5%
10.0
MIN
10.0
RANGE
70.0
IQR
20.0
STD
17.2
VAR
294
KURT.
-0.293
SKEW
0.716
SUM
65,114
124
sinc7_2
VALUES:
1,955
(23%)
MISSING:
6,423
(77%)
DISTINCT:
16
(<1%)
ZEROES:
173
(2%)
MAX
40.0
95%
25.0
Q3
20.0
AVG
13.5
MEDIAN
10.0
Q1
10.0
5%
0.0
MIN
0.0
RANGE
40.0
IQR
10.0
STD
7.98
VAR
63.6
KURT.
0.913
SKEW
0.561
SUM
26,451
125
intel7_2
VALUES:
1,984
(24%)
MISSING:
6,394
(76%)
DISTINCT:
16
(<1%)
ZEROES:
81
(<1%)
MAX
50.0
95%
30.0
Q3
20.0
AVG
15.3
MEDIAN
15.0
Q1
10.0
5%
5.0
MIN
0.0
RANGE
50.0
IQR
10.0
STD
7.29
VAR
53.2
KURT.
1.55
SKEW
0.579
SUM
30,343
126
fun7_2
VALUES:
1,984
(24%)
MISSING:
6,394
(76%)
DISTINCT:
16
(<1%)
ZEROES:
34
(<1%)
MAX
50.0
95%
35.0
Q3
24.0
MEDIAN
20.0
AVG
18.9
Q1
10.0
5%
10.0
MIN
0.0
RANGE
50.0
IQR
14.0
STD
8.54
VAR
72.9
KURT.
1.01
SKEW
0.765
SUM
37,435
127
amb7_2
VALUES:
1,955
(23%)
MISSING:
6,423
(77%)
DISTINCT:
10
(<1%)
128
shar7_2
VALUES:
1,974
(24%)
MISSING:
6,404
(76%)
DISTINCT:
14
(<1%)
ZEROES:
213
(3%)
MAX
40.0
95%
30.0
Q3
20.0
AVG
12.2
MEDIAN
10.0
Q1
5.0
5%
0.0
MIN
0.0
RANGE
40.0
IQR
15.0
STD
8.24
VAR
67.9
KURT.
0.021
SKEW
0.563
SUM
23,996
129
attr1_2
VALUES:
7,445
(89%)
MISSING:
933
(11%)
DISTINCT:
77
(<1%)
ZEROES:
---
MAX
85.0
95%
60.0
Q3
30.0
AVG
26.2
MEDIAN
20.0
Q1
16.7
5%
10.0
MIN
5.0
RANGE
80.0
IQR
13.3
STD
14.4
VAR
207
KURT.
2.76
SKEW
1.66
SUM
195k
130
sinc1_2
VALUES:
7,463
(89%)
MISSING:
915
(11%)
DISTINCT:
71
(<1%)
ZEROES:
205
(2%)
MAX
50.0
95%
25.0
Q3
20.0
MEDIAN
16.7
AVG
15.9
Q1
10.0
5%
5.0
MIN
0.0
RANGE
50.0
IQR
10.0
STD
6.66
VAR
44.3
KURT.
1.52
SKEW
0.037
SUM
118k
131
intel1_2
VALUES:
7,463
(89%)
MISSING:
915
(11%)
DISTINCT:
67
(<1%)
ZEROES:
151
(2%)
MAX
40.0
95%
30.0
Q3
20.0
MEDIAN
19.1
AVG
17.8
Q1
15.0
5%
5.0
MIN
0.0
RANGE
40.0
IQR
5.00
STD
6.54
VAR
42.7
KURT.
1.88
SKEW
0.095
SUM
133k
132
fun1_2
VALUES:
7,463
(89%)
MISSING:
915
(11%)
DISTINCT:
74
(<1%)
ZEROES:
22
(<1%)
MAX
50.0
95%
30.0
Q3
20.0
MEDIAN
18.4
AVG
17.7
Q1
15.0
5%
10.0
MIN
0.0
RANGE
50.0
IQR
5.00
STD
6.13
VAR
37.6
KURT.
2.11
SKEW
0.521
SUM
132k
133
amb1_2
VALUES:
7,463
(89%)
MISSING:
915
(11%)
DISTINCT:
73
(<1%)
ZEROES:
894
(11%)
MAX
22.2
95%
20.0
Q3
15.0
MEDIAN
10.0
AVG
9.9
Q1
5.0
5%
0.0
MIN
0.0
RANGE
22.2
IQR
10.0
STD
5.68
VAR
32.2
KURT.
-0.743
SKEW
-0.147
SUM
73,984
134
shar1_2
VALUES:
7,463
(89%)
MISSING:
915
(11%)
DISTINCT:
82
(<1%)
ZEROES:
528
(6%)
MAX
35.0
95%
25.0
Q3
16.7
MEDIAN
13.0
AVG
12.8
Q1
10.0
5%
0.0
MIN
0.0
RANGE
35.0
IQR
6.67
STD
6.65
VAR
44.2
KURT.
0.174
SKEW
0.175
SUM
95,230
135
attr4_2
VALUES:
5,775
(69%)
MISSING:
2,603
(31%)
DISTINCT:
27
(<1%)
ZEROES:
---
MAX
100.0
95%
60.0
Q3
40.0
AVG
26.8
MEDIAN
25.0
Q1
10.0
5%
8.0
MIN
6.0
RANGE
94.0
IQR
30.0
STD
16.4
VAR
269
KURT.
1.48
SKEW
1.06
SUM
155k
136
sinc4_2
VALUES:
5,775
(69%)
MISSING:
2,603
(31%)
DISTINCT:
22
(<1%)
ZEROES:
195
(2%)
MAX
35.0
95%
20.0
Q3
15.0
AVG
11.9
MEDIAN
10.0
Q1
8.0
5%
2.0
MIN
0.0
RANGE
35.0
IQR
7.00
STD
6.40
VAR
41.0
KURT.
0.590
SKEW
0.703
SUM
68,891
137
intel4_2
VALUES:
5,775
(69%)
MISSING:
2,603
(31%)
DISTINCT:
25
(<1%)
ZEROES:
98
(1%)
MAX
40.0
95%
20.0
Q3
15.0
AVG
12.1
MEDIAN
10.0
Q1
8.0
5%
5.0
MIN
0.0
RANGE
40.0
IQR
7.00
STD
5.99
VAR
35.9
KURT.
1.19
SKEW
0.702
SUM
69,895
138
fun4_2
VALUES:
5,775
(69%)
MISSING:
2,603
(31%)
DISTINCT:
22
(<1%)
ZEROES:
34
(<1%)
MAX
50.0
95%
30.0
Q3
20.0
AVG
15.2
MEDIAN
15.0
Q1
9.0
5%
6.0
MIN
0.0
RANGE
50.0
IQR
11.0
STD
7.29
VAR
53.1
KURT.
1.16
SKEW
0.844
SUM
87,571
139
amb4_2
VALUES:
5,775
(69%)
MISSING:
2,603
(31%)
DISTINCT:
24
(<1%)
ZEROES:
467
(6%)
MAX
35.0
95%
20.0
Q3
10.0
MEDIAN
10.0
AVG
9.3
Q1
5.0
5%
0.0
MIN
0.0
RANGE
35.0
IQR
5.00
STD
5.86
VAR
34.3
KURT.
1.92
SKEW
0.984
SUM
53,953
140
shar4_2
VALUES:
5,775
(69%)
MISSING:
2,603
(31%)
DISTINCT:
22
(<1%)
ZEROES:
288
(3%)
MAX
40.0
95%
20.0
Q3
15.0
AVG
11.3
MEDIAN
10.0
Q1
7.0
5%
1.0
MIN
0.0
RANGE
40.0
IQR
8.00
STD
6.30
VAR
39.6
KURT.
1.35
SKEW
0.744
SUM
65,378
141
attr2_2
VALUES:
5,775
(69%)
MISSING:
2,603
(31%)
DISTINCT:
81
(<1%)
ZEROES:
10
(<1%)
MAX
85.0
95%
60.0
Q3
38.5
AVG
29.3
MEDIAN
25.0
Q1
19.1
5%
14.6
MIN
0.0
RANGE
85.0
IQR
19.3
STD
14.6
VAR
212
KURT.
1.20
SKEW
1.26
SUM
169k
142
sinc2_2
VALUES:
5,775
(69%)
MISSING:
2,603
(31%)
DISTINCT:
67
(<1%)
ZEROES:
200
(2%)
MAX
40.0
95%
20.0
Q3
19.2
MEDIAN
15.0
AVG
13.9
Q1
10.0
5%
2.0
MIN
0.0
RANGE
40.0
IQR
9.23
STD
6.17
VAR
38.1
KURT.
0.481
SKEW
-0.095
SUM
80,262
143
intel2_2
VALUES:
5,775
(69%)
MISSING:
2,603
(31%)
DISTINCT:
69
(<1%)
ZEROES:
80
(<1%)
MAX
30.8
95%
20.0
Q3
17.4
MEDIAN
15.0
AVG
14.0
Q1
10.0
5%
5.0
MIN
0.0
RANGE
30.8
IQR
7.39
STD
5.40
VAR
29.1
KURT.
0.371
SKEW
0.061
SUM
80,609
144
fun2_2
VALUES:
5,775
(69%)
MISSING:
2,603
(31%)
DISTINCT:
61
(<1%)
ZEROES:
73
(<1%)
MAX
40.0
95%
30.0
Q3
20.0
MEDIAN
18.5
AVG
18.0
Q1
15.0
5%
10.0
MIN
0.0
RANGE
40.0
IQR
5.00
STD
6.10
VAR
37.2
KURT.
1.80
SKEW
0.162
SUM
104k
145
amb2_2
VALUES:
5,775
(69%)
MISSING:
2,603
(31%)
DISTINCT:
76
(<1%)
ZEROES:
298
(4%)
MAX
50.0
95%
20.0
Q3
15.1
AVG
11.9
MEDIAN
10.0
Q1
10.0
5%
0.0
MIN
0.0
RANGE
50.0
IQR
5.09
STD
6.31
VAR
39.9
KURT.
5.09
SKEW
1.00
SUM
68,779
146
shar2_2
VALUES:
5,775
(69%)
MISSING:
2,603
(31%)
DISTINCT:
64
(<1%)
ZEROES:
303
(4%)
MAX
30.0
95%
20.0
Q3
16.5
MEDIAN
13.9
AVG
12.9
Q1
10.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
6.52
STD
5.62
VAR
31.5
KURT.
0.027
SKEW
-0.364
SUM
74,428
147
attr3_2
VALUES:
7,463
(89%)
MISSING:
915
(11%)
DISTINCT:
9
(<1%)
148
sinc3_2
VALUES:
7,463
(89%)
MISSING:
915
(11%)
DISTINCT:
9
(<1%)
149
intel3_2
VALUES:
7,463
(89%)
MISSING:
915
(11%)
DISTINCT:
7
(<1%)
150
fun3_2
VALUES:
7,463
(89%)
MISSING:
915
(11%)
DISTINCT:
10
(<1%)
151
amb3_2
VALUES:
7,463
(89%)
MISSING:
915
(11%)
DISTINCT:
9
(<1%)
152
attr5_2
VALUES:
4,377
(52%)
MISSING:
4,001
(48%)
DISTINCT:
9
(<1%)
153
sinc5_2
VALUES:
4,377
(52%)
MISSING:
4,001
(48%)
DISTINCT:
9
(<1%)
154
intel5_2
VALUES:
4,377
(52%)
MISSING:
4,001
(48%)
DISTINCT:
8
(<1%)
155
fun5_2
VALUES:
4,377
(52%)
MISSING:
4,001
(48%)
DISTINCT:
9
(<1%)
156
amb5_2
VALUES:
4,377
(52%)
MISSING:
4,001
(48%)
DISTINCT:
8
(<1%)
157
you_call
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
9
(<1%)
158
them_cal
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
8
(<1%)
159
date_3
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
2
(<1%)
160
numdat_3
VALUES:
1,496
(18%)
MISSING:
6,882
(82%)
DISTINCT:
6
(<1%)
161
num_in_3
VALUES:
668
(8%)
MISSING:
7,710
(92%)
DISTINCT:
4
(<1%)
162
attr1_3
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
56
(<1%)
ZEROES:
10
(<1%)
MAX
80.0
95%
50.0
Q3
30.0
AVG
24.4
MEDIAN
20.0
Q1
15.2
5%
10.0
MIN
0.0
RANGE
80.0
IQR
14.8
STD
13.7
VAR
188
KURT.
2.14
SKEW
1.51
SUM
96,904
163
sinc1_3
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
47
(<1%)
ZEROES:
145
(2%)
MAX
65.0
95%
30.0
Q3
20.0
MEDIAN
16.7
AVG
16.6
Q1
10.0
5%
5.0
MIN
0.0
RANGE
65.0
IQR
10.0
STD
7.47
VAR
55.8
KURT.
5.67
SKEW
0.934
SUM
65,923
164
intel1_3
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
44
(<1%)
ZEROES:
21
(<1%)
MAX
45.0
95%
30.0
Q3
20.0
MEDIAN
20.0
AVG
19.4
Q1
16.7
5%
10.0
MIN
0.0
RANGE
45.0
IQR
3.33
STD
6.12
VAR
37.5
KURT.
2.61
SKEW
0.752
SUM
77,141
165
fun1_3
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
53
(<1%)
ZEROES:
12
(<1%)
MAX
30.0
95%
25.0
Q3
20.0
MEDIAN
16.3
AVG
16.2
Q1
14.8
5%
10.0
MIN
0.0
RANGE
30.0
IQR
5.19
STD
5.16
VAR
26.7
KURT.
0.649
SKEW
0.022
SUM
64,512
166
amb1_3
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
56
(<1%)
ZEROES:
428
(5%)
MAX
30.0
95%
20.0
Q3
15.0
AVG
10.9
MEDIAN
10.0
Q1
5.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
10.0
STD
5.90
VAR
34.8
KURT.
-0.664
SKEW
-0.283
SUM
43,309
167
shar1_3
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
53
(<1%)
ZEROES:
261
(3%)
MAX
55.0
95%
20.0
Q3
16.7
MEDIAN
14.3
AVG
12.7
Q1
10.0
5%
0.0
MIN
0.0
RANGE
55.0
IQR
6.67
STD
6.56
VAR
43.0
KURT.
5.05
SKEW
0.686
SUM
50,466
168
attr7_3
VALUES:
2,016
(24%)
MISSING:
6,362
(76%)
DISTINCT:
21
(<1%)
ZEROES:
24
(<1%)
MAX
80.0
95%
70.0
Q3
40.0
AVG
31.3
MEDIAN
25.0
Q1
20.0
5%
10.0
MIN
0.0
RANGE
80.0
IQR
20.0
STD
17.6
VAR
308
KURT.
-0.147
SKEW
0.824
SUM
63,162
169
sinc7_3
VALUES:
2,016
(24%)
MISSING:
6,362
(76%)
DISTINCT:
13
(<1%)
ZEROES:
183
(2%)
MAX
60.0
95%
30.0
Q3
20.0
AVG
15.7
MEDIAN
15.0
Q1
10.0
5%
0.0
MIN
0.0
RANGE
60.0
IQR
10.0
STD
9.34
VAR
87.2
KURT.
1.68
SKEW
0.648
SUM
31,559
170
intel7_3
VALUES:
2,016
(24%)
MISSING:
6,362
(76%)
DISTINCT:
14
(<1%)
ZEROES:
85
(1%)
MAX
45.0
95%
30.0
Q3
20.0
MEDIAN
18.0
AVG
16.7
Q1
10.0
5%
5.0
MIN
0.0
RANGE
45.0
IQR
10.0
STD
7.88
VAR
62.1
KURT.
0.535
SKEW
0.270
SUM
33,626
171
fun7_3
VALUES:
2,016
(24%)
MISSING:
6,362
(76%)
DISTINCT:
16
(<1%)
ZEROES:
37
(<1%)
MAX
40.0
95%
30.0
Q3
20.0
MEDIAN
17.0
AVG
16.4
Q1
10.0
5%
5.0
MIN
0.0
RANGE
40.0
IQR
10.0
STD
7.23
VAR
52.3
KURT.
0.602
SKEW
0.398
SUM
33,099
172
amb7_3
VALUES:
2,016
(24%)
MISSING:
6,362
(76%)
DISTINCT:
13
(<1%)
ZEROES:
509
(6%)
MAX
30.0
95%
20.0
Q3
10.0
MEDIAN
10.0
AVG
7.8
Q1
0.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
10.0
STD
6.10
VAR
37.2
KURT.
-0.418
SKEW
0.334
SUM
15,773
173
shar7_3
VALUES:
2,016
(24%)
MISSING:
6,362
(76%)
DISTINCT:
15
(<1%)
ZEROES:
316
(4%)
MAX
55.0
95%
25.0
Q3
20.0
AVG
12.2
MEDIAN
10.0
Q1
5.0
5%
0.0
MIN
0.0
RANGE
55.0
IQR
15.0
STD
8.62
VAR
74.2
KURT.
2.67
SKEW
0.817
SUM
24,611
174
attr4_3
VALUES:
2,959
(35%)
MISSING:
5,419
(65%)
DISTINCT:
23
(<1%)
ZEROES:
9
(<1%)
MAX
80.0
95%
60.0
Q3
37.0
AVG
25.6
MEDIAN
20.0
Q1
10.0
5%
7.0
MIN
0.0
RANGE
80.0
IQR
27.0
STD
17.5
VAR
305
KURT.
0.568
SKEW
1.03
SUM
75,781
175
sinc4_3
VALUES:
2,959
(35%)
MISSING:
5,419
(65%)
DISTINCT:
16
(<1%)
ZEROES:
138
(2%)
MAX
40.0
95%
20.0
Q3
15.0
AVG
10.8
MEDIAN
10.0
Q1
7.0
5%
3.0
MIN
0.0
RANGE
40.0
IQR
8.00
STD
5.74
VAR
33.0
KURT.
1.63
SKEW
0.803
SUM
31,813
176
intel4_3
VALUES:
2,959
(35%)
MISSING:
5,419
(65%)
DISTINCT:
16
(<1%)
ZEROES:
93
(1%)
MAX
30.0
95%
20.0
Q3
15.0
AVG
11.5
MEDIAN
10.0
Q1
7.0
5%
5.0
MIN
0.0
RANGE
30.0
IQR
8.00
STD
6.00
VAR
36.1
KURT.
-0.413
SKEW
0.496
SUM
34,102
177
fun4_3
VALUES:
2,959
(35%)
MISSING:
5,419
(65%)
DISTINCT:
15
(<1%)
ZEROES:
68
(<1%)
MAX
30.0
95%
25.0
Q3
20.0
AVG
14.3
MEDIAN
12.0
Q1
9.0
5%
6.0
MIN
0.0
RANGE
30.0
IQR
11.0
STD
6.93
VAR
48.0
KURT.
-0.678
SKEW
0.347
SUM
42,245
178
amb4_3
VALUES:
2,959
(35%)
MISSING:
5,419
(65%)
DISTINCT:
20
(<1%)
ZEROES:
290
(3%)
MAX
40.0
95%
20.0
Q3
10.0
AVG
9.2
MEDIAN
9.0
Q1
5.0
5%
0.0
MIN
0.0
RANGE
40.0
IQR
5.00
STD
6.39
VAR
40.8
KURT.
3.96
SKEW
1.47
SUM
27,245
179
shar4_3
VALUES:
2,959
(35%)
MISSING:
5,419
(65%)
DISTINCT:
16
(<1%)
ZEROES:
131
(2%)
MAX
45.0
95%
20.0
Q3
15.0
AVG
11.3
MEDIAN
10.0
Q1
7.0
5%
1.0
MIN
0.0
RANGE
45.0
IQR
8.00
STD
6.52
VAR
42.5
KURT.
2.63
SKEW
1.08
SUM
33,300
180
attr2_3
VALUES:
2,959
(35%)
MISSING:
5,419
(65%)
DISTINCT:
23
(<1%)
ZEROES:
---
MAX
80.0
95%
60.0
Q3
35.0
AVG
25.0
MEDIAN
20.0
Q1
10.0
5%
7.0
MIN
5.0
RANGE
75.0
IQR
25.0
STD
17.0
VAR
289
KURT.
0.659
SKEW
1.07
SUM
73,889
181
sinc2_3
VALUES:
2,959
(35%)
MISSING:
5,419
(65%)
DISTINCT:
13
(<1%)
ZEROES:
196
(2%)
MAX
50.0
95%
20.0
Q3
15.0
AVG
10.9
MEDIAN
10.0
Q1
7.0
5%
0.0
MIN
0.0
RANGE
50.0
IQR
8.00
STD
6.23
VAR
38.8
KURT.
3.56
SKEW
0.946
SUM
32,322
182
intel2_3
VALUES:
2,959
(35%)
MISSING:
5,419
(65%)
DISTINCT:
17
(<1%)
ZEROES:
132
(2%)
MAX
60.0
95%
20.0
Q3
15.0
AVG
12.0
MEDIAN
10.0
Q1
7.0
5%
4.0
MIN
0.0
RANGE
60.0
IQR
8.00
STD
7.01
VAR
49.1
KURT.
9.78
SKEW
1.86
SUM
35,368
183
fun2_3
VALUES:
2,959
(35%)
MISSING:
5,419
(65%)
DISTINCT:
16
(<1%)
ZEROES:
82
(<1%)
MAX
40.0
95%
30.0
Q3
20.0
MEDIAN
15.0
AVG
15.0
Q1
9.0
5%
5.0
MIN
0.0
RANGE
40.0
IQR
11.0
STD
7.94
VAR
63.0
KURT.
0.771
SKEW
0.742
SUM
44,264
184
amb2_3
VALUES:
2,959
(35%)
MISSING:
5,419
(65%)
DISTINCT:
17
(<1%)
ZEROES:
296
(4%)
MAX
50.0
95%
20.0
Q3
10.0
MEDIAN
10.0
AVG
9.5
Q1
6.0
5%
0.0
MIN
0.0
RANGE
50.0
IQR
4.00
STD
6.40
VAR
41.0
KURT.
10.3
SKEW
2.08
SUM
28,188
185
shar2_3
VALUES:
2,016
(24%)
MISSING:
6,362
(76%)
DISTINCT:
12
(<1%)
ZEROES:
154
(2%)
MAX
45.0
95%
20.0
Q3
15.0
AVG
12.0
MEDIAN
10.0
Q1
5.0
5%
0.0
MIN
0.0
RANGE
45.0
IQR
10.0
STD
7.01
VAR
49.2
KURT.
2.28
SKEW
0.774
SUM
24,124
186
attr3_3
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
10
(<1%)
187
sinc3_3
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
10
(<1%)
188
intel3_3
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
9
(<1%)
189
fun3_3
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
10
(<1%)
190
amb3_3
VALUES:
3,974
(47%)
MISSING:
4,404
(53%)
DISTINCT:
11
(<1%)
ZEROES:
---
MAX
12.0
95%
10.0
Q3
9.0
MEDIAN
8.0
AVG
7.4
Q1
6.0
5%
4.0
MIN
1.0
RANGE
11.0
IQR
3.00
STD
1.96
VAR
3.85
KURT.
0.482
SKEW
-0.293
SUM
29,374
191
attr5_3
VALUES:
2,016
(24%)
MISSING:
6,362
(76%)
DISTINCT:
9
(<1%)
192
sinc5_3
VALUES:
2,016
(24%)
MISSING:
6,362
(76%)
DISTINCT:
9
(<1%)
193
intel5_3
VALUES:
2,016
(24%)
MISSING:
6,362
(76%)
DISTINCT:
7
(<1%)
194
fun5_3
VALUES:
2,016
(24%)
MISSING:
6,362
(76%)
DISTINCT:
10
(<1%)
195
amb5_3
VALUES:
2,016
(24%)
MISSING:
6,362
(76%)
DISTINCT:
9
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
iid
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wave
1.00
pid
0.99
attr4_3
0.61
attr2_3
0.59
attr4_2
0.54
attr4_1
0.53
amb1_s
-0.51
fun1_s
-0.44
fun4_1
0.42
intel1_s
-0.41
fun2_3
0.39
shar1_s
-0.38
fun4_3
0.38
attr2_2
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intel5_1
0.84
attr5_1
0.84
fun5_1
0.83
amb5_1
0.83
sinc5_1
0.83
sinc5_2
0.72
attr5_2
0.72
intel5_2
0.72
fun5_2
0.72
amb5_2
0.72
amb7_2
0.55
mn_sat
0.52
met
0.51
attr5_3
0.36
MOST FREQUENT VALUES
552
22
0.3%
530
22
0.3%
528
22
0.3%
527
22
0.3%
526
22
0.3%
525
22
0.3%
524
22
0.3%
523
22
0.3%
522
22
0.3%
521
22
0.3%
520
22
0.3%
519
22
0.3%
518
22
0.3%
517
22
0.3%
516
22
0.3%
SMALLEST VALUES
1
10
0.1%
2
10
0.1%
3
10
0.1%
4
10
0.1%
5
10
0.1%
6
10
0.1%
7
10
0.1%
8
10
0.1%
9
10
0.1%
10
10
0.1%
11
10
0.1%
12
10
0.1%
13
10
0.1%
14
10
0.1%
15
10
0.1%
LARGEST VALUES
552
22
0.3%
551
22
0.3%
550
22
0.3%
549
22
0.3%
548
22
0.3%
547
22
0.3%
546
22
0.3%
545
22
0.3%
544
22
0.3%
543
22
0.3%
542
22
0.3%
541
22
0.3%
540
22
0.3%
539
22
0.3%
538
22
0.3%
id
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
idg
1.00
round
0.37
positin1
0.17
position
0.17
attr4_3
0.17
career_c
0.16
order
0.15
partner
0.15
attr2_3
0.13
intel7_2
-0.12
iid
0.12
attr1_s
0.11
fun7_2
0.09
wave
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.35
condtn
0.32
attr5_2
0.18
attr5_3
0.18
intel5_2
0.18
attr3_s
0.18
satis_2
0.17
fun5_3
0.17
go_out
0.17
intel5_1
0.17
tvsports
0.16
sinc3_3
0.16
fun3_3
0.16
fun5_2
0.16
MOST FREQUENT VALUES
1.0
552
6.6%
2.0
552
6.6%
6.0
552
6.6%
4.0
547
6.5%
5.0
547
6.5%
3.0
541
6.5%
7.0
505
6.0%
8.0
505
6.0%
10.0
480
5.7%
9.0
479
5.7%
12.0
382
4.6%
11.0
382
4.6%
14.0
372
4.4%
13.0
357
4.3%
15.0
348
4.2%
SMALLEST VALUES
1.0
552
6.6%
2.0
552
6.6%
3.0
541
6.5%
4.0
547
6.5%
5.0
547
6.5%
6.0
552
6.6%
7.0
505
6.0%
8.0
505
6.0%
9.0
479
5.7%
10.0
480
5.7%
11.0
382
4.6%
12.0
382
4.6%
13.0
357
4.3%
14.0
372
4.4%
15.0
348
4.2%
LARGEST VALUES
22.0
43
0.5%
21.0
86
1.0%
20.0
160
1.9%
19.0
178
2.1%
18.0
237
2.8%
17.0
253
3.0%
16.0
319
3.8%
15.0
348
4.2%
14.0
372
4.4%
13.0
357
4.3%
12.0
382
4.6%
11.0
382
4.6%
10.0
480
5.7%
9.0
479
5.7%
8.0
505
6.0%
gender
MISSING:
---
TOP CATEGORIES
1
4,194
50%
0
4,184
50%
ALL
8,378
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
gender
PROVIDES INFORMATION ON...
mn_sat
0.05
them_cal
0.04
you_call
0.04
shopping
0.03
sinc5_3
0.03
num_in_3
0.03
numdat_3
0.02
imprelig
0.02
exphappy
0.02
sinc3_3
0.02
satis_2
0.02
sinc3_2
0.02
amb7_2
0.02
sports
0.02

THESE FEATURES
GIVE INFORMATION
ON gender:
mn_sat
0.14
shopping
0.09
imprelig
0.06
exphappy
0.05
them_cal
0.05
sports
0.05
satis_2
0.05
sinc3_2
0.04
you_call
0.04
dining
0.04
fun3_2
0.04
sinc3_3
0.04
sinc5_3
0.04
attr3_1
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gender
CORRELATION RATIO WITH...
amb2_1
0.36
pf_o_att
0.35
attr1_1
0.35
amb1_1
0.34
pf_o_amb
0.33
attr2_1
0.31
intel2_1
0.30
theater
0.29
sinc2_1
0.28
attr1_2
0.27
amb2_2
0.23
yoga
0.23
gaming
0.22
amb4_1
0.22
idg
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id
1.00
round
0.39
positin1
0.18
attr4_3
0.17
position
0.17
career_c
0.16
order
0.15
partner
0.15
intel7_2
-0.13
attr1_s
0.12
attr2_3
0.12
iid
0.12
sinc7_3
-0.11
attr7_2
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.35
condtn
0.32
attr5_2
0.18
attr5_3
0.18
intel5_2
0.18
fun5_3
0.18
attr3_s
0.17
tvsports
0.17
intel5_1
0.17
satis_2
0.17
fun5_2
0.17
go_out
0.17
fun3_3
0.16
sinc3_3
0.16
MOST FREQUENT VALUES
1
277
3.3%
5
277
3.3%
3
277
3.3%
6
276
3.3%
10
276
3.3%
8
276
3.3%
9
276
3.3%
7
276
3.3%
2
275
3.3%
4
275
3.3%
11
271
3.2%
12
270
3.2%
14
258
3.1%
13
253
3.0%
16
252
3.0%
SMALLEST VALUES
1
277
3.3%
2
275
3.3%
3
277
3.3%
4
275
3.3%
5
277
3.3%
6
276
3.3%
7
276
3.3%
8
276
3.3%
9
276
3.3%
10
276
3.3%
11
271
3.2%
12
270
3.2%
13
253
3.0%
14
258
3.1%
15
251
3.0%
LARGEST VALUES
44
22
0.3%
43
22
0.3%
42
43
0.5%
41
43
0.5%
40
63
0.8%
39
63
0.8%
38
81
1.0%
37
99
1.2%
36
119
1.4%
35
134
1.6%
34
135
1.6%
33
134
1.6%
32
154
1.8%
31
150
1.8%
30
169
2.0%
condtn
MISSING:
---
TOP CATEGORIES
2
6,944
83%
1
1,434
17%
ALL
8,378
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
condtn
PROVIDES INFORMATION ON...
numdat_2
0.04
mn_sat
0.03
num_in_3
0.02
intel5_1
0.02
amb7_2
0.02
met
0.01
amb5_1
0.01
intel5_3
0.01
amb5_3
0.01
attr5_1
0.01
fun5_2
0.01
sinc5_1
0.01
sinc5_2
0.01
fun5_1
0.01

THESE FEATURES
GIVE INFORMATION
ON condtn:
mn_sat
0.12
numdat_2
0.11
amb5_1
0.06
intel5_1
0.06
attr5_1
0.04
fun5_1
0.04
sinc5_1
0.04
fun5_2
0.04
sinc5_2
0.04
imprelig
0.04
amb5_2
0.03
intel5_2
0.03
tv
0.03
attr5_2
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
condtn
CORRELATION RATIO WITH...
round
0.82
position
0.33
idg
0.32
order
0.32
positin1
0.32
id
0.32
partner
0.32
expnum
0.23
pid
0.22
iid
0.22
wave
0.22
intel4_1
0.18
attr4_1
0.16
fun4_1
0.16
wave
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
iid
1.00
pid
1.00
attr4_3
0.59
attr2_3
0.58
attr4_2
0.52
attr4_1
0.51
amb1_s
-0.50
fun1_s
-0.46
intel1_s
-0.43
fun4_1
0.41
shar1_s
-0.39
fun2_3
0.39
attr2_2
0.38
sinc1_s
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intel5_1
0.83
attr5_1
0.82
sinc5_1
0.82
amb5_1
0.82
fun5_1
0.82
sinc5_2
0.71
attr5_2
0.71
intel5_2
0.71
fun5_2
0.71
amb5_2
0.71
amb7_2
0.55
met
0.53
mn_sat
0.52
attr5_3
0.36
MOST FREQUENT VALUES
21
968
11.6%
11
882
10.5%
9
800
9.5%
14
720
8.6%
15
684
8.2%
4
648
7.7%
2
608
7.3%
7
512
6.1%
19
450
5.4%
12
392
4.7%
17
280
3.3%
3
200
2.4%
8
200
2.4%
1
200
2.4%
5
190
2.3%
SMALLEST VALUES
1
200
2.4%
2
608
7.3%
3
200
2.4%
4
648
7.7%
5
190
2.3%
6
50
0.6%
7
512
6.1%
8
200
2.4%
9
800
9.5%
10
162
1.9%
11
882
10.5%
12
392
4.7%
13
180
2.1%
14
720
8.6%
15
684
8.2%
LARGEST VALUES
21
968
11.6%
20
84
1.0%
19
450
5.4%
18
72
0.9%
17
280
3.3%
16
96
1.1%
15
684
8.2%
14
720
8.6%
13
180
2.1%
12
392
4.7%
11
882
10.5%
10
162
1.9%
9
800
9.5%
8
200
2.4%
7
512
6.1%
round
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
order
0.40
partner
0.39
idg
0.39
position
0.39
positin1
0.38
id
0.37
wave
0.24
shar1_s
0.23
iid
0.23
pid
0.23
expnum
-0.22
intel1_s
0.21
fun1_s
0.18
attr7_2
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
condtn
0.82
numdat_2
0.39
mn_sat
0.37
intel5_1
0.24
sinc5_1
0.23
amb5_1
0.22
sinc5_2
0.21
amb5_2
0.21
attr5_1
0.20
fun5_2
0.20
attr5_2
0.19
intel5_2
0.19
fun5_1
0.18
met
0.18
MOST FREQUENT VALUES
18
1,350
16.1%
20
1,160
13.8%
22
968
11.6%
21
882
10.5%
10
880
10.5%
16
816
9.7%
19
646
7.7%
14
532
6.3%
15
450
5.4%
9
252
3.0%
6
162
1.9%
11
140
1.7%
5
50
0.6%
8
48
0.6%
7
42
0.5%
SMALLEST VALUES
5
50
0.6%
6
162
1.9%
7
42
0.5%
8
48
0.6%
9
252
3.0%
10
880
10.5%
11
140
1.7%
14
532
6.3%
15
450
5.4%
16
816
9.7%
18
1,350
16.1%
19
646
7.7%
20
1,160
13.8%
21
882
10.5%
22
968
11.6%
LARGEST VALUES
22
968
11.6%
21
882
10.5%
20
1,160
13.8%
19
646
7.7%
18
1,350
16.1%
16
816
9.7%
15
450
5.4%
14
532
6.3%
11
140
1.7%
10
880
10.5%
9
252
3.0%
8
48
0.6%
7
42
0.5%
6
162
1.9%
5
50
0.6%
position
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
positin1
0.73
round
0.39
attr7_2
0.23
sinc7_2
-0.21
idg
0.17
id
0.17
partner
0.17
sinc7_3
-0.17
order
0.16
sinc4_3
-0.14
shar7_2
-0.13
intel7_2
-0.13
expnum
-0.12
attr2_2
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
condtn
0.33
mn_sat
0.29
fun5_2
0.18
numdat_2
0.17
tvsports
0.15
fun3_3
0.15
fun5_3
0.14
fun3_2
0.14
sports
0.14
intel3_3
0.14
shopping
0.13
amb5_1
0.13
fun5_1
0.13
intel5_1
0.13
MOST FREQUENT VALUES
3
554
6.6%
2
554
6.6%
6
544
6.5%
4
544
6.5%
1
526
6.3%
8
518
6.2%
5
510
6.1%
7
502
6.0%
9
502
6.0%
10
456
5.4%
11
386
4.6%
13
386
4.6%
12
386
4.6%
14
358
4.3%
15
330
3.9%
SMALLEST VALUES
1
526
6.3%
2
554
6.6%
3
554
6.6%
4
544
6.5%
5
510
6.1%
6
544
6.5%
7
502
6.0%
8
518
6.2%
9
502
6.0%
10
456
5.4%
11
386
4.6%
12
386
4.6%
13
386
4.6%
14
358
4.3%
15
330
3.9%
LARGEST VALUES
22
44
0.5%
21
86
1.0%
20
162
1.9%
19
194
2.3%
18
268
3.2%
17
268
3.2%
16
300
3.6%
15
330
3.9%
14
358
4.3%
13
386
4.6%
12
386
4.6%
11
386
4.6%
10
456
5.4%
9
502
6.0%
8
518
6.2%
positin1
MISSING:
1,846
(22%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
position
0.73
round
0.38
sinc7_2
-0.26
attr7_2
0.20
fun1_3
0.19
idg
0.18
id
0.17
partner
0.17
sinc7_3
-0.15
order
0.15
amb1_s
0.14
fun7_3
0.14
imprace
0.13
shar1_s
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun5_1
0.43
sinc5_1
0.42
intel5_1
0.42
attr5_1
0.42
amb5_1
0.42
mn_sat
0.38
met
0.37
fun5_2
0.37
sinc5_2
0.37
intel5_2
0.36
attr5_2
0.35
amb5_2
0.35
condtn
0.32
attr3_s
0.29
MOST FREQUENT VALUES
2.0
418
6.4%
3.0
418
6.4%
4.0
418
6.4%
6.0
408
6.2%
1.0
404
6.2%
5.0
396
6.1%
7.0
381
5.8%
9.0
369
5.6%
8.0
353
5.4%
10.0
337
5.2%
13.0
313
4.8%
12.0
313
4.8%
11.0
313
4.8%
14.0
299
4.6%
16.0
261
4.0%
SMALLEST VALUES
1.0
404
6.2%
2.0
418
6.4%
3.0
418
6.4%
4.0
418
6.4%
5.0
396
6.1%
6.0
408
6.2%
7.0
381
5.8%
8.0
353
5.4%
9.0
369
5.6%
10.0
337
5.2%
11.0
313
4.8%
12.0
313
4.8%
13.0
313
4.8%
14.0
299
4.6%
15.0
261
4.0%
LARGEST VALUES
22.0
44
0.7%
21.0
86
1.3%
20.0
162
2.5%
19.0
180
2.8%
18.0
199
3.0%
17.0
199
3.0%
16.0
261
4.0%
15.0
261
4.0%
14.0
299
4.6%
13.0
313
4.8%
12.0
313
4.8%
11.0
313
4.8%
10.0
337
5.2%
9.0
369
5.6%
8.0
353
5.4%
order
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
round
0.40
partner
0.16
position
0.16
idg
0.15
positin1
0.15
id
0.15
sinc_o
-0.12
sinc
-0.11
shar1_s
0.10
wave
0.09
intel_o
-0.09
iid
0.09
intel1_s
0.09
pid
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
condtn
0.32
numdat_2
0.15
mn_sat
0.15
met_o
0.12
met
0.09
intel5_1
0.09
sinc5_1
0.09
amb5_1
0.09
sinc5_2
0.08
amb5_2
0.08
attr5_1
0.08
fun5_2
0.08
attr5_2
0.08
intel5_2
0.07
MOST FREQUENT VALUES
4
551
6.6%
5
551
6.6%
1
551
6.6%
2
551
6.6%
3
551
6.6%
6
541
6.5%
7
514
6.1%
8
508
6.1%
9
502
6.0%
10
474
5.7%
13
372
4.4%
11
372
4.4%
12
372
4.4%
14
372
4.4%
15
334
4.0%
SMALLEST VALUES
1
551
6.6%
2
551
6.6%
3
551
6.6%
4
551
6.6%
5
551
6.6%
6
541
6.5%
7
514
6.1%
8
508
6.1%
9
502
6.0%
10
474
5.7%
11
372
4.4%
12
372
4.4%
13
372
4.4%
14
372
4.4%
15
334
4.0%
LARGEST VALUES
22
44
0.5%
21
86
1.0%
20
144
1.7%
19
178
2.1%
18
253
3.0%
17
253
3.0%
16
304
3.6%
15
334
4.0%
14
372
4.4%
13
372
4.4%
12
372
4.4%
11
372
4.4%
10
474
5.7%
9
502
6.0%
8
508
6.1%
partner
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
round
0.39
positin1
0.17
position
0.17
order
0.16
idg
0.15
id
0.15
pid
0.12
shar1_s
0.10
wave
0.09
iid
0.09
intel1_s
0.09
pf_o_amb
-0.08
expnum
-0.08
fun7_3
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
condtn
0.32
numdat_2
0.15
mn_sat
0.15
race_o
0.10
intel5_1
0.09
sinc5_1
0.09
amb5_1
0.09
amb5_2
0.08
sinc5_2
0.08
met
0.08
attr5_1
0.08
fun5_2
0.08
attr5_2
0.07
intel5_2
0.07
MOST FREQUENT VALUES
1
551
6.6%
2
551
6.6%
6
551
6.6%
4
546
6.5%
5
546
6.5%
3
540
6.4%
7
514
6.1%
8
504
6.0%
10
479
5.7%
9
478
5.7%
12
382
4.6%
11
382
4.6%
14
372
4.4%
13
357
4.3%
15
348
4.2%
SMALLEST VALUES
1
551
6.6%
2
551
6.6%
3
540
6.4%
4
546
6.5%
5
546
6.5%
6
551
6.6%
7
514
6.1%
8
504
6.0%
9
478
5.7%
10
479
5.7%
11
382
4.6%
12
382
4.6%
13
357
4.3%
14
372
4.4%
15
348
4.2%
LARGEST VALUES
22
44
0.5%
21
86
1.0%
20
160
1.9%
19
178
2.1%
18
237
2.8%
17
253
3.0%
16
319
3.8%
15
348
4.2%
14
372
4.4%
13
357
4.3%
12
382
4.6%
11
382
4.6%
10
479
5.7%
9
478
5.7%
8
504
6.0%
pid
MISSING:
10
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wave
1.00
iid
0.99
attr2_3
0.62
attr4_3
0.60
attr4_2
0.52
attr4_1
0.51
amb1_s
-0.48
fun1_s
-0.44
fun2_3
0.42
fun4_1
0.41
intel1_s
-0.40
attr2_2
0.40
fun4_3
0.37
shar1_s
-0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intel5_1
0.84
attr5_1
0.84
sinc5_1
0.83
fun5_1
0.83
amb5_1
0.83
sinc5_2
0.72
attr5_2
0.72
intel5_2
0.72
fun5_2
0.72
amb5_2
0.72
amb7_2
0.56
mn_sat
0.54
met
0.51
attr5_3
0.37
MOST FREQUENT VALUES
530.0
22
0.3%
552.0
22
0.3%
550.0
22
0.3%
549.0
22
0.3%
548.0
22
0.3%
547.0
22
0.3%
546.0
22
0.3%
545.0
22
0.3%
544.0
22
0.3%
543.0
22
0.3%
542.0
22
0.3%
541.0
22
0.3%
540.0
22
0.3%
539.0
22
0.3%
538.0
22
0.3%
SMALLEST VALUES
1.0
10
0.1%
2.0
10
0.1%
3.0
10
0.1%
4.0
10
0.1%
5.0
10
0.1%
6.0
10
0.1%
7.0
10
0.1%
8.0
10
0.1%
9.0
10
0.1%
10.0
10
0.1%
11.0
10
0.1%
12.0
10
0.1%
13.0
10
0.1%
14.0
10
0.1%
15.0
10
0.1%
LARGEST VALUES
552.0
22
0.3%
551.0
22
0.3%
550.0
22
0.3%
549.0
22
0.3%
548.0
22
0.3%
547.0
22
0.3%
546.0
22
0.3%
545.0
22
0.3%
544.0
22
0.3%
543.0
22
0.3%
542.0
22
0.3%
541.0
22
0.3%
540.0
22
0.3%
539.0
22
0.3%
538.0
22
0.3%
match
MISSING:
---
TOP CATEGORIES
0
6,998
84%
1
1,380
16%
ALL
8,378
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
match
PROVIDES INFORMATION ON...
dec_o
0.24
dec
0.24
met_o
0.02
num_in_3
0.01
them_cal
0.01
met
0.01
date_3
0.01
numdat_3
0.01
you_call
0.00
mn_sat
0.00
condtn
0.00
amb7_2
0.00
fun5_3
0.00
attr5_3
0.00

THESE FEATURES
GIVE INFORMATION
ON match:
dec_o
0.37
dec
0.37
them_cal
0.02
mn_sat
0.02
met_o
0.02
met
0.02
date_3
0.01
numdat_3
0.01
tvsports
0.01
you_call
0.01
music
0.01
num_in_3
0.01
fun5_1
0.01
fun3_2
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
match
CORRELATION RATIO WITH...
like_o
0.30
like
0.30
fun_o
0.27
fun
0.27
attr_o
0.26
attr
0.26
prob_o
0.26
prob
0.26
shar_o
0.23
shar
0.23
intel_o
0.17
intel
0.17
sinc_o
0.17
sinc
0.17
int_corr
MISSING:
158
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
gaming
-0.24
museums
0.17
art
0.17
reading
0.16
fun7_2
-0.12
intel1_2
0.11
theater
0.11
age
0.09
age_o
0.09
attr1_1
-0.09
pf_o_att
-0.09
imprace
-0.09
concerts
0.08
intel1_1
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tvsports
0.24
tv
0.18
mn_sat
0.17
movies
0.15
dining
0.15
music
0.14
sports
0.13
shopping
0.12
intel5_1
0.11
attr5_1
0.11
fun5_1
0.11
amb5_3
0.11
fun3_1
0.11
goal
0.10
MOST FREQUENT VALUES
0.31
140
1.7%
0.13
124
1.5%
0.24
116
1.4%
0.19
112
1.4%
0.11
112
1.4%
0.43
110
1.3%
0.09
109
1.3%
0.32
106
1.3%
0.34
106
1.3%
0.27
104
1.3%
0.26
104
1.3%
0.54
102
1.2%
0.08
100
1.2%
0.14
100
1.2%
0.36
100
1.2%
SMALLEST VALUES
-0.83
2
<0.1%
-0.73
2
<0.1%
-0.7
2
<0.1%
-0.64
2
<0.1%
-0.63
6
<0.1%
-0.62
4
<0.1%
-0.61
4
<0.1%
-0.59
10
0.1%
-0.58
10
0.1%
-0.57
12
0.1%
-0.56
6
<0.1%
-0.55
4
<0.1%
-0.54
2
<0.1%
-0.52
12
0.1%
-0.51
12
0.1%
LARGEST VALUES
0.91
2
<0.1%
0.9
4
<0.1%
0.88
2
<0.1%
0.87
2
<0.1%
0.85
8
<0.1%
0.84
2
<0.1%
0.83
10
0.1%
0.82
4
<0.1%
0.81
6
<0.1%
0.8
18
0.2%
0.79
8
<0.1%
0.78
14
0.2%
0.77
12
0.1%
0.76
18
0.2%
0.75
16
0.2%
samerace
MISSING:
---
TOP CATEGORIES
0
5,062
60%
1
3,316
40%
ALL
8,378
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
samerace
PROVIDES INFORMATION ON...
race_o
0.09
race
0.09
mn_sat
0.01
you_call
0.01
num_in_3
0.01
condtn
0.01
them_cal
0.01
amb7_2
0.00
intel3_3
0.00
sinc3_3
0.00
fun3_3
0.00
met
0.00
numdat_3
0.00
intel5_3
0.00

THESE FEATURES
GIVE INFORMATION
ON samerace:
race_o
0.16
race
0.16
mn_sat
0.03
imprelig
0.01
music
0.01
sinc3_3
0.01
fun3_3
0.01
intel3_3
0.01
go_out
0.01
shopping
0.01
attr3_3
0.01
you_call
0.01
them_cal
0.01
exphappy
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
samerace
CORRELATION RATIO WITH...
attr1_s
0.11
imprace
0.10
prob_o
0.08
prob
0.08
fun1_3
0.07
attr1_3
0.07
amb3_3
0.07
amb4_3
0.07
clubbing
0.06
fun2_1
0.06
fun2_3
0.05
intel1_3
0.05
intel4_3
0.05
attr2_3
0.05
age_o
MISSING:
104
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
expnum
-0.11
age
0.10
pid
0.10
attr7_2
-0.10
wave
0.09
iid
0.09
int_corr
0.09
pf_o_fun
-0.09
pf_o_amb
-0.09
positin1
-0.09
attr1_2
-0.08
amb1_2
0.08
amb1_1
0.08
attr1_1
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
race_o
0.54
condtn
0.15
intel3_s
0.14
fun3_s
0.13
attr3_s
0.13
amb3_s
0.13
mn_sat
0.13
intel5_1
0.10
amb5_1
0.10
fun5_1
0.09
attr5_1
0.09
sinc5_1
0.09
fun5_2
0.09
gender
0.09
MOST FREQUENT VALUES
27.0
1,059
12.8%
23.0
894
10.8%
26.0
869
10.5%
24.0
863
10.4%
25.0
837
10.1%
28.0
746
9.0%
22.0
651
7.9%
29.0
589
7.1%
30.0
574
6.9%
21.0
289
3.5%
32.0
210
2.5%
33.0
161
1.9%
34.0
152
1.8%
31.0
125
1.5%
35.0
60
0.7%
SMALLEST VALUES
18.0
9
0.1%
19.0
19
0.2%
20.0
54
0.7%
21.0
289
3.5%
22.0
651
7.9%
23.0
894
10.8%
24.0
863
10.4%
25.0
837
10.1%
26.0
869
10.5%
27.0
1,059
12.8%
28.0
746
9.0%
29.0
589
7.1%
30.0
574
6.9%
31.0
125
1.5%
32.0
210
2.5%
LARGEST VALUES
55.0
6
<0.1%
42.0
20
0.2%
39.0
18
0.2%
38.0
19
0.2%
37.0
5
<0.1%
36.0
45
0.5%
35.0
60
0.7%
34.0
152
1.8%
33.0
161
1.9%
32.0
210
2.5%
31.0
125
1.5%
30.0
574
6.9%
29.0
589
7.1%
28.0
746
9.0%
27.0
1,059
12.8%
race_o
MISSING:
73
(<1%)
TOP CATEGORIES
2.0
4,722
57%
4.0
1,978
24%
3.0
664
8%
6.0
521
6%
1.0
420
5%
ALL
8,305
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
race_o
PROVIDES INFORMATION ON...
samerace
0.16
condtn
0.03
met_o
0.01
met
0.01
mn_sat
0.01
amb7_2
0.01
gender
0.01
dec
0.01
dec_o
0.01
intel3_s
0.01
attr3_s
0.01
amb3_s
0.00
fun3_s
0.00
attr5_3
0.00

THESE FEATURES
GIVE INFORMATION
ON race_o:
samerace
0.09
mn_sat
0.02
condtn
0.01
met
0.01
intel3_s
0.01
amb3_s
0.01
attr3_s
0.01
fun3_s
0.01
amb5_1
0.01
intel5_1
0.00
fun5_1
0.00
sinc5_1
0.00
attr5_1
0.00
amb7_2
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
race_o
CORRELATION RATIO WITH...
age_o
0.54
pf_o_int
0.30
pf_o_fun
0.28
pf_o_sin
0.28
pf_o_sha
0.24
pf_o_amb
0.19
pf_o_att
0.18
round
0.14
attr
0.13
fun
0.11
sinc_o
0.11
attr1_s
0.11
position
0.11
partner
0.10
pf_o_att
MISSING:
89
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pf_o_amb
-0.48
pf_o_sha
-0.45
pf_o_sin
-0.44
pf_o_int
-0.35
attr2_3
0.29
fun2_3
0.25
amb2_2
-0.24
attr2_2
0.23
attr2_1
0.22
sinc4_3
0.21
amb2_1
-0.21
intel2_2
-0.20
intel4_2
0.19
amb4_1
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gender
0.35
mn_sat
0.22
race_o
0.18
fun5_1
0.16
attr5_1
0.16
amb5_1
0.16
sinc5_1
0.16
intel5_1
0.15
intel3_s
0.14
sinc5_2
0.14
amb7_2
0.14
intel5_2
0.14
fun5_2
0.14
shopping
0.13
MOST FREQUENT VALUES
20.0
1,670
20.1%
15.0
868
10.5%
25.0
818
9.9%
10.0
807
9.7%
30.0
679
8.2%
40.0
356
4.3%
50.0
300
3.6%
35.0
212
2.6%
16.0
158
1.9%
15.38
136
1.6%
14.0
124
1.5%
16.67
88
1.1%
17.0
86
1.0%
19.0
79
1.0%
18.0
75
0.9%
SMALLEST VALUES
0.0
21
0.3%
2.0
9
0.1%
5.0
60
0.7%
6.67
19
0.2%
7.0
21
0.3%
7.5
20
0.2%
8.0
19
0.2%
8.33
16
0.2%
8.51
16
0.2%
9.0
18
0.2%
9.09
10
0.1%
9.52
30
0.4%
9.76
16
0.2%
10.0
807
9.7%
11.11
16
0.2%
LARGEST VALUES
100.0
10
0.1%
95.0
18
0.2%
90.0
9
0.1%
80.0
9
0.1%
75.0
38
0.5%
70.0
40
0.5%
60.0
57
0.7%
58.0
22
0.3%
55.0
16
0.2%
50.0
300
3.6%
45.0
28
0.3%
40.0
356
4.3%
35.0
212
2.6%
33.33
10
0.1%
31.58
20
0.2%
pf_o_sin
MISSING:
89
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pf_o_att
-0.44
pf_o_fun
-0.16
pf_o_int
-0.11
amb2_3
0.11
attr
-0.10
amb2_2
0.09
intel2_2
0.08
amb2_1
0.08
attr2_2
-0.08
attr2_3
-0.07
attr2_1
-0.07
fun
-0.07
positin1
-0.07
amb
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
race_o
0.28
mn_sat
0.12
gender
0.11
condtn
0.09
length
0.08
dec
0.07
intel3_s
0.07
attr3_s
0.07
met
0.07
fun3_s
0.07
sinc5_1
0.06
amb3_s
0.06
attr5_1
0.06
amb5_1
0.06
MOST FREQUENT VALUES
20.0
2,268
27.4%
10.0
1,034
12.5%
15.0
973
11.7%
25.0
644
7.8%
30.0
341
4.1%
5.0
303
3.7%
18.0
280
3.4%
0.0
208
2.5%
16.0
155
1.9%
16.67
101
1.2%
40.0
75
0.9%
17.78
72
0.9%
19.23
70
0.8%
17.0
67
0.8%
14.0
67
0.8%
SMALLEST VALUES
0.0
208
2.5%
1.0
18
0.2%
2.0
19
0.2%
3.0
40
0.5%
5.0
303
3.7%
5.13
20
0.2%
7.0
45
0.5%
8.0
32
0.4%
10.0
1,034
12.5%
10.53
20
0.2%
10.87
16
0.2%
11.11
20
0.2%
12.0
19
0.2%
12.5
16
0.2%
13.0
14
0.2%
LARGEST VALUES
60.0
9
0.1%
47.0
14
0.2%
40.0
75
0.9%
35.0
59
0.7%
32.0
18
0.2%
30.0
341
4.1%
26.0
15
0.2%
25.0
644
7.8%
24.0
18
0.2%
23.81
30
0.4%
23.08
16
0.2%
23.0
16
0.2%
22.73
5
<0.1%
22.5
10
0.1%
22.0
34
0.4%
pf_o_int
MISSING:
89
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pf_o_att
-0.35
pf_o_fun
-0.14
pf_o_sin
-0.11
amb2_3
0.10
amb1_2
-0.09
amb1_3
-0.09
attr1_2
0.08
amb1_1
-0.08
int_corr
0.08
pf_o_sha
-0.08
attr1_3
0.08
attr1_s
0.07
position
0.07
intel2_3
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
race_o
0.30
mn_sat
0.10
gender
0.09
condtn
0.07
shopping
0.06
amb3_2
0.05
met_o
0.05
dining
0.05
intel5_2
0.05
exphappy
0.05
sports
0.05
music
0.05
met
0.05
attr3_s
0.05
MOST FREQUENT VALUES
20.0
2,711
32.7%
25.0
988
11.9%
30.0
649
7.8%
15.0
633
7.6%
10.0
606
7.3%
18.0
298
3.6%
19.0
135
1.6%
35.0
135
1.6%
16.0
130
1.6%
19.23
90
1.1%
5.0
89
1.1%
17.31
86
1.0%
0.0
83
1.0%
17.78
72
0.9%
16.67
71
0.9%
SMALLEST VALUES
0.0
83
1.0%
1.0
28
0.3%
2.0
9
0.1%
5.0
89
1.1%
8.0
22
0.3%
10.0
606
7.3%
11.11
10
0.1%
14.71
20
0.2%
15.0
633
7.6%
15.22
15
0.2%
15.38
20
0.2%
15.79
20
0.2%
16.0
130
1.6%
16.33
26
0.3%
16.67
71
0.9%
LARGEST VALUES
50.0
48
0.6%
45.0
31
0.4%
42.86
14
0.2%
40.0
69
0.8%
35.0
135
1.6%
30.0
649
7.8%
28.0
62
0.7%
27.27
10
0.1%
27.0
18
0.2%
25.0
988
11.9%
24.79
20
0.2%
23.81
40
0.5%
23.26
30
0.4%
23.08
20
0.2%
23.0
34
0.4%
pf_o_fun
MISSING:
98
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pf_o_sha
-0.20
pf_o_att
-0.18
pf_o_sin
-0.16
pf_o_int
-0.14
age_o
-0.09
fun
0.07
pf_o_amb
-0.07
attr
0.07
expnum
0.06
fun4_3
-0.06
position
-0.06
sinc2_3
-0.06
intel2_3
-0.06
shar4_3
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
race_o
0.28
mn_sat
0.09
gender
0.06
exercise
0.06
shopping
0.06
amb7_2
0.05
fun3_1
0.05
samerace
0.05
dining
0.05
exphappy
0.05
movies
0.05
intel3_s
0.05
fun3_s
0.05
amb3_s
0.05
MOST FREQUENT VALUES
20.0
2,233
27.0%
15.0
1,211
14.6%
10.0
1,177
14.2%
25.0
568
6.9%
30.0
296
3.6%
5.0
245
3.0%
18.0
214
2.6%
16.0
196
2.4%
17.0
133
1.6%
19.23
130
1.6%
16.67
101
1.2%
18.18
88
1.1%
12.0
88
1.1%
16.98
76
0.9%
17.39
71
0.9%
SMALLEST VALUES
0.0
32
0.4%
1.0
18
0.2%
2.0
9
0.1%
3.0
18
0.2%
5.0
245
3.0%
8.0
41
0.5%
9.52
14
0.2%
10.0
1,177
14.2%
11.11
10
0.1%
12.0
88
1.1%
12.5
20
0.2%
12.77
20
0.2%
12.82
20
0.2%
13.0
22
0.3%
13.51
20
0.2%
LARGEST VALUES
50.0
20
0.2%
45.0
10
0.1%
40.0
40
0.5%
35.0
29
0.4%
30.0
296
3.6%
27.78
16
0.2%
27.0
20
0.2%
25.0
568
6.9%
24.0
18
0.2%
23.81
20
0.2%
23.26
20
0.2%
23.0
54
0.7%
22.5
30
0.4%
22.0
66
0.8%
21.43
16
0.2%
pf_o_amb
MISSING:
107
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pf_o_att
-0.48
attr2_3
-0.35
fun2_3
-0.28
attr4_3
-0.27
amb2_2
0.26
attr2_2
-0.25
intel4_2
-0.25
sinc4_3
-0.23
attr2_1
-0.23
sinc4_2
-0.22
fun4_3
-0.22
attr4_1
-0.21
amb2_1
0.20
intel2_2
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gender
0.33
mn_sat
0.21
race_o
0.19
sinc5_1
0.19
amb5_1
0.19
fun5_1
0.18
attr5_1
0.18
intel3_s
0.18
intel5_1
0.18
attr3_s
0.18
fun3_s
0.17
amb3_s
0.17
sinc5_2
0.16
fun5_2
0.16
MOST FREQUENT VALUES
10.0
2,006
24.3%
15.0
1,182
14.3%
5.0
1,155
14.0%
0.0
825
10.0%
20.0
515
6.2%
16.0
169
2.0%
18.0
147
1.8%
14.0
136
1.6%
8.0
117
1.4%
12.0
92
1.1%
16.67
82
1.0%
3.0
76
0.9%
2.0
63
0.8%
17.0
61
0.7%
7.0
59
0.7%
SMALLEST VALUES
0.0
825
10.0%
1.0
46
0.6%
2.0
63
0.8%
2.33
20
0.2%
2.38
20
0.2%
2.56
16
0.2%
2.78
16
0.2%
3.0
76
0.9%
4.0
21
0.3%
4.76
20
0.2%
5.0
1,155
14.0%
5.98
20
0.2%
6.0
46
0.6%
6.25
5
<0.1%
6.38
20
0.2%
LARGEST VALUES
53.0
10
0.1%
30.0
18
0.2%
25.0
37
0.4%
20.59
20
0.2%
20.41
10
0.1%
20.0
515
6.2%
19.57
16
0.2%
19.51
16
0.2%
19.23
40
0.5%
19.15
16
0.2%
19.05
16
0.2%
19.0
9
0.1%
18.87
36
0.4%
18.75
16
0.2%
18.37
36
0.4%
pf_o_sha
MISSING:
129
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pf_o_att
-0.45
pf_o_fun
-0.20
attr2_3
-0.19
fun2_3
-0.18
pf_o_amb
0.15
attr4_3
-0.14
fun4_3
-0.14
sinc4_3
-0.13
attr2_1
-0.13
attr2_2
-0.13
intel4_2
-0.12
amb2_2
0.12
amb4_1
-0.12
fun4_2
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
race_o
0.24
intel3_s
0.12
mn_sat
0.12
gender
0.12
amb3_s
0.12
attr3_s
0.11
fun3_s
0.11
intel3_3
0.09
sinc3_3
0.09
fun5_1
0.08
intel5_1
0.08
dec
0.08
attr5_1
0.08
fun3_3
0.08
MOST FREQUENT VALUES
10.0
2,001
24.3%
15.0
1,064
12.9%
20.0
975
11.8%
5.0
950
11.5%
0.0
713
8.6%
16.0
152
1.8%
18.0
147
1.8%
12.0
113
1.4%
14.0
110
1.3%
8.0
91
1.1%
25.0
87
1.1%
30.0
86
1.0%
13.0
60
0.7%
22.0
59
0.7%
1.0
55
0.7%
SMALLEST VALUES
0.0
713
8.6%
1.0
55
0.7%
2.0
19
0.2%
2.27
10
0.1%
2.38
20
0.2%
2.78
16
0.2%
3.0
22
0.3%
4.0
22
0.3%
5.0
950
11.5%
6.0
18
0.2%
6.12
16
0.2%
6.67
16
0.2%
7.0
15
0.2%
7.5
10
0.1%
7.62
14
0.2%
LARGEST VALUES
30.0
86
1.0%
25.0
87
1.1%
23.81
20
0.2%
22.22
10
0.1%
22.0
59
0.7%
21.28
20
0.2%
21.0
9
0.1%
20.59
20
0.2%
20.51
20
0.2%
20.0
975
11.8%
19.57
21
0.3%
19.23
20
0.2%
19.15
5
<0.1%
19.0
7
<0.1%
18.92
20
0.2%
dec_o
MISSING:
---
TOP CATEGORIES
0
4,863
58%
1
3,515
42%
ALL
8,378
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
dec_o
PROVIDES INFORMATION ON...
match
0.37
met_o
0.02
them_cal
0.01
numdat_3
0.01
date_3
0.01
gender
0.01
mn_sat
0.01
go_out
0.00
race
0.00
attr5_3
0.00
fun5_3
0.00
attr3_1
0.00
met
0.00
attr3_s
0.00

THESE FEATURES
GIVE INFORMATION
ON dec_o:
match
0.24
mn_sat
0.02
them_cal
0.01
met_o
0.01
exercise
0.01
go_out
0.01
attr3_1
0.01
gender
0.01
fun3_2
0.01
fun3_1
0.01
numdat_3
0.01
attr3_s
0.01
race
0.01
fun3_s
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dec_o
CORRELATION RATIO WITH...
like_o
0.50
attr_o
0.48
fun_o
0.39
shar_o
0.33
prob_o
0.32
intel_o
0.23
sinc_o
0.23
prob
0.16
amb_o
0.15
sinc
0.12
intel
0.12
amb
0.09
shar
0.09
fun
0.08
attr_o
MISSING:
212
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
like_o
0.67
fun_o
0.59
shar_o
0.48
sinc_o
0.40
intel_o
0.39
amb_o
0.36
prob_o
0.26
prob
0.16
shar1_s
-0.14
expnum
0.14
sinc1_2
-0.12
sinc7_2
-0.12
sinc2_1
-0.11
sinc1_3
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dec_o
0.48
met_o
0.31
match
0.26
mn_sat
0.21
exercise
0.19
attr3_1
0.16
attr3_2
0.15
them_cal
0.15
go_out
0.14
attr5_1
0.14
race
0.13
fun3_2
0.13
attr3_s
0.13
fun3_1
0.13
MOST FREQUENT VALUES
6.0
1,655
20.3%
7.0
1,642
20.1%
5.0
1,260
15.4%
8.0
1,230
15.1%
4.0
748
9.2%
9.0
540
6.6%
3.0
390
4.8%
10.0
324
4.0%
2.0
244
3.0%
1.0
108
1.3%
0.0
8
<0.1%
6.5
7
<0.1%
7.5
3
<0.1%
9.5
3
<0.1%
8.5
1
<0.1%
SMALLEST VALUES
0.0
8
<0.1%
1.0
108
1.3%
2.0
244
3.0%
3.0
390
4.8%
3.5
1
<0.1%
4.0
748
9.2%
5.0
1,260
15.4%
6.0
1,655
20.3%
6.5
7
<0.1%
7.0
1,642
20.1%
7.5
3
<0.1%
8.0
1,230
15.1%
8.5
1
<0.1%
9.0
540
6.6%
9.5
3
<0.1%
LARGEST VALUES
10.5
1
<0.1%
10.0
324
4.0%
9.9
1
<0.1%
9.5
3
<0.1%
9.0
540
6.6%
8.5
1
<0.1%
8.0
1,230
15.1%
7.5
3
<0.1%
7.0
1,642
20.1%
6.5
7
<0.1%
6.0
1,655
20.3%
5.0
1,260
15.4%
4.0
748
9.2%
3.5
1
<0.1%
3.0
390
4.8%
sinc_o
MISSING:
287
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel_o
0.66
like_o
0.52
fun_o
0.49
amb_o
0.46
attr_o
0.40
shar_o
0.40
prob_o
0.32
order
-0.12
shar
0.12
fun
0.12
like
0.12
round
-0.09
prob
0.09
attr
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
met_o
0.36
dec_o
0.23
match
0.17
mn_sat
0.16
dec
0.12
race_o
0.11
met
0.11
sinc5_2
0.09
sinc5_1
0.09
intel5_1
0.09
fun5_2
0.09
intel5_2
0.08
amb5_1
0.08
attr5_2
0.08
MOST FREQUENT VALUES
8.0
2,045
25.3%
7.0
1,892
23.4%
6.0
1,254
15.5%
9.0
929
11.5%
10.0
734
9.1%
5.0
699
8.6%
4.0
278
3.4%
3.0
134
1.7%
2.0
75
0.9%
1.0
38
0.5%
0.0
9
0.1%
8.5
2
<0.1%
4.5
1
<0.1%
7.5
1
<0.1%
SMALLEST VALUES
0.0
9
0.1%
1.0
38
0.5%
2.0
75
0.9%
3.0
134
1.7%
4.0
278
3.4%
4.5
1
<0.1%
5.0
699
8.6%
6.0
1,254
15.5%
7.0
1,892
23.4%
7.5
1
<0.1%
8.0
2,045
25.3%
8.5
2
<0.1%
9.0
929
11.5%
10.0
734
9.1%
LARGEST VALUES
10.0
734
9.1%
9.0
929
11.5%
8.5
2
<0.1%
8.0
2,045
25.3%
7.5
1
<0.1%
7.0
1,892
23.4%
6.0
1,254
15.5%
5.0
699
8.6%
4.5
1
<0.1%
4.0
278
3.4%
3.0
134
1.7%
2.0
75
0.9%
1.0
38
0.5%
0.0
9
0.1%
intel_o
MISSING:
306
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc_o
0.66
amb_o
0.63
like_o
0.51
fun_o
0.49
shar_o
0.40
attr_o
0.39
prob_o
0.26
like
0.12
fun
0.11
shar
0.11
order
-0.09
attr
0.09
sinc
0.08
pf_o_amb
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
met_o
0.39
dec_o
0.23
match
0.17
mn_sat
0.16
met
0.12
dec
0.12
sinc5_2
0.10
amb5_1
0.10
sinc5_1
0.09
fun5_1
0.09
attr5_2
0.09
intel5_2
0.09
intel3_s
0.09
fun5_2
0.08
MOST FREQUENT VALUES
8.0
2,198
27.2%
7.0
2,021
25.0%
6.0
1,152
14.3%
9.0
1,104
13.7%
10.0
675
8.4%
5.0
628
7.8%
4.0
161
2.0%
3.0
69
0.9%
2.0
34
0.4%
1.0
13
0.2%
0.0
5
<0.1%
7.5
4
<0.1%
6.5
3
<0.1%
8.5
2
<0.1%
9.5
1
<0.1%
SMALLEST VALUES
0.0
5
<0.1%
1.0
13
0.2%
2.0
34
0.4%
2.5
1
<0.1%
3.0
69
0.9%
4.0
161
2.0%
5.0
628
7.8%
5.5
1
<0.1%
6.0
1,152
14.3%
6.5
3
<0.1%
7.0
2,021
25.0%
7.5
4
<0.1%
8.0
2,198
27.2%
8.5
2
<0.1%
9.0
1,104
13.7%
LARGEST VALUES
10.0
675
8.4%
9.5
1
<0.1%
9.0
1,104
13.7%
8.5
2
<0.1%
8.0
2,198
27.2%
7.5
4
<0.1%
7.0
2,021
25.0%
6.5
3
<0.1%
6.0
1,152
14.3%
5.5
1
<0.1%
5.0
628
7.8%
4.0
161
2.0%
3.0
69
0.9%
2.5
1
<0.1%
2.0
34
0.4%
fun_o
MISSING:
360
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
like_o
0.69
shar_o
0.62
attr_o
0.59
intel_o
0.49
sinc_o
0.49
amb_o
0.49
prob_o
0.38
prob
0.17
fun
0.15
shar
0.15
shar1_s
-0.13
attr7_3
0.12
sinc
0.12
like
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dec_o
0.39
met_o
0.32
match
0.27
mn_sat
0.17
fun3_2
0.16
met
0.14
fun3_1
0.13
fun3_s
0.12
go_out
0.12
exercise
0.12
race
0.11
fun5_1
0.11
them_cal
0.10
fun5_2
0.10
MOST FREQUENT VALUES
7.0
1,657
20.7%
6.0
1,529
19.1%
8.0
1,453
18.1%
5.0
1,157
14.4%
4.0
605
7.5%
9.0
600
7.5%
10.0
386
4.8%
3.0
281
3.5%
2.0
220
2.7%
1.0
107
1.3%
0.0
14
0.2%
5.5
2
<0.1%
6.5
2
<0.1%
7.5
2
<0.1%
9.5
1
<0.1%
SMALLEST VALUES
0.0
14
0.2%
1.0
107
1.3%
2.0
220
2.7%
3.0
281
3.5%
4.0
605
7.5%
5.0
1,157
14.4%
5.5
2
<0.1%
6.0
1,529
19.1%
6.5
2
<0.1%
7.0
1,657
20.7%
7.5
2
<0.1%
8.0
1,453
18.1%
8.5
1
<0.1%
9.0
600
7.5%
9.5
1
<0.1%
LARGEST VALUES
11.0
1
<0.1%
10.0
386
4.8%
9.5
1
<0.1%
9.0
600
7.5%
8.5
1
<0.1%
8.0
1,453
18.1%
7.5
2
<0.1%
7.0
1,657
20.7%
6.5
2
<0.1%
6.0
1,529
19.1%
5.5
2
<0.1%
5.0
1,157
14.4%
4.0
605
7.5%
3.0
281
3.5%
2.0
220
2.7%
amb_o
MISSING:
722
(9%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel_o
0.63
fun_o
0.49
sinc_o
0.46
like_o
0.44
shar_o
0.43
attr_o
0.36
prob_o
0.27
pf_o_amb
0.13
shar
0.10
sinc4_2
-0.10
like
0.10
shar1_s
-0.09
fun
0.09
prob
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
met_o
0.28
dec_o
0.15
mn_sat
0.13
match
0.13
met
0.12
dec
0.10
sinc5_1
0.08
amb3_s
0.07
amb5_1
0.07
sinc5_2
0.07
amb3_2
0.07
intel3_3
0.07
attr5_2
0.07
attr3_s
0.07
MOST FREQUENT VALUES
7.0
1,679
21.9%
8.0
1,506
19.7%
6.0
1,425
18.6%
5.0
1,102
14.4%
9.0
788
10.3%
10.0
470
6.1%
4.0
361
4.7%
3.0
172
2.2%
2.0
101
1.3%
1.0
42
0.5%
0.0
5
<0.1%
7.5
2
<0.1%
5.5
1
<0.1%
9.5
1
<0.1%
8.5
1
<0.1%
SMALLEST VALUES
0.0
5
<0.1%
1.0
42
0.5%
2.0
101
1.3%
3.0
172
2.2%
4.0
361
4.7%
5.0
1,102
14.4%
5.5
1
<0.1%
6.0
1,425
18.6%
7.0
1,679
21.9%
7.5
2
<0.1%
8.0
1,506
19.7%
8.5
1
<0.1%
9.0
788
10.3%
9.5
1
<0.1%
10.0
470
6.1%
LARGEST VALUES
10.0
470
6.1%
9.5
1
<0.1%
9.0
788
10.3%
8.5
1
<0.1%
8.0
1,506
19.7%
7.5
2
<0.1%
7.0
1,679
21.9%
6.0
1,425
18.6%
5.5
1
<0.1%
5.0
1,102
14.4%
4.0
361
4.7%
3.0
172
2.2%
2.0
101
1.3%
1.0
42
0.5%
0.0
5
<0.1%
shar_o
MISSING:
1,076
(13%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
like_o
0.66
fun_o
0.62
attr_o
0.48
prob_o
0.47
amb_o
0.43
intel_o
0.40
sinc_o
0.40
shar
0.22
prob
0.17
fun
0.15
like
0.14
sinc
0.12
intel
0.11
amb
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dec_o
0.33
met_o
0.23
match
0.23
mn_sat
0.14
met
0.13
dec
0.09
go_out
0.08
exercise
0.08
fun3_2
0.08
fun3_1
0.08
intel3_3
0.07
dining
0.07
attr5_2
0.07
tv
0.06
MOST FREQUENT VALUES
5.0
1,462
20.0%
6.0
1,247
17.1%
7.0
1,149
15.7%
4.0
783
10.7%
8.0
769
10.5%
3.0
588
8.1%
2.0
484
6.6%
9.0
317
4.3%
1.0
238
3.3%
10.0
197
2.7%
0.0
59
0.8%
7.5
4
<0.1%
6.5
2
<0.1%
8.5
2
<0.1%
5.5
1
<0.1%
SMALLEST VALUES
0.0
59
0.8%
1.0
238
3.3%
2.0
484
6.6%
3.0
588
8.1%
4.0
783
10.7%
5.0
1,462
20.0%
5.5
1
<0.1%
6.0
1,247
17.1%
6.5
2
<0.1%
7.0
1,149
15.7%
7.5
4
<0.1%
8.0
769
10.5%
8.5
2
<0.1%
9.0
317
4.3%
10.0
197
2.7%
LARGEST VALUES
10.0
197
2.7%
9.0
317
4.3%
8.5
2
<0.1%
8.0
769
10.5%
7.5
4
<0.1%
7.0
1,149
15.7%
6.5
2
<0.1%
6.0
1,247
17.1%
5.5
1
<0.1%
5.0
1,462
20.0%
4.0
783
10.7%
3.0
588
8.1%
2.0
484
6.6%
1.0
238
3.3%
0.0
59
0.8%
like_o
MISSING:
250
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun_o
0.69
attr_o
0.67
shar_o
0.66
sinc_o
0.52
intel_o
0.51
prob_o
0.46
amb_o
0.44
prob
0.16
shar
0.14
intel
0.12
sinc
0.12
fun
0.12
like
0.12
shar1_s
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dec_o
0.50
met_o
0.36
match
0.30
mn_sat
0.17
met
0.14
them_cal
0.11
go_out
0.11
exercise
0.11
fun3_2
0.11
sinc5_1
0.10
fun3_1
0.10
intel5_2
0.09
sports
0.09
intel5_1
0.09
MOST FREQUENT VALUES
7.0
1,813
22.3%
6.0
1,708
21.0%
5.0
1,318
16.2%
8.0
1,272
15.6%
4.0
644
7.9%
9.0
412
5.1%
3.0
394
4.8%
2.0
223
2.7%
10.0
182
2.2%
1.0
110
1.4%
6.5
20
0.2%
8.5
9
0.1%
0.0
8
<0.1%
7.5
6
<0.1%
9.5
3
<0.1%
SMALLEST VALUES
0.0
8
<0.1%
1.0
110
1.4%
2.0
223
2.7%
3.0
394
4.8%
4.0
644
7.9%
4.5
3
<0.1%
5.0
1,318
16.2%
5.5
2
<0.1%
6.0
1,708
21.0%
6.5
20
0.2%
7.0
1,813
22.3%
7.5
6
<0.1%
8.0
1,272
15.6%
8.5
9
0.1%
9.0
412
5.1%
LARGEST VALUES
10.0
182
2.2%
9.7
1
<0.1%
9.5
3
<0.1%
9.0
412
5.1%
8.5
9
0.1%
8.0
1,272
15.6%
7.5
6
<0.1%
7.0
1,813
22.3%
6.5
20
0.2%
6.0
1,708
21.0%
5.5
2
<0.1%
5.0
1,318
16.2%
4.5
3
<0.1%
4.0
644
7.9%
3.0
394
4.8%
prob_o
MISSING:
318
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar_o
0.47
like_o
0.46
fun_o
0.38
sinc_o
0.32
amb_o
0.27
intel_o
0.26
attr_o
0.26
prob
0.18
fun
0.17
shar
0.17
like
0.16
attr
0.16
sinc
0.09
amb
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dec_o
0.32
met_o
0.27
match
0.26
dec
0.16
mn_sat
0.12
fun3_s
0.10
met
0.09
attr3_s
0.09
amb3_s
0.09
intel3_s
0.08
samerace
0.08
race_o
0.08
fun3_2
0.07
attr5_2
0.06
MOST FREQUENT VALUES
5.0
1,797
22.3%
6.0
1,395
17.3%
7.0
1,127
14.0%
4.0
930
11.5%
3.0
708
8.8%
8.0
652
8.1%
2.0
539
6.7%
1.0
413
5.1%
9.0
241
3.0%
10.0
188
2.3%
0.0
49
0.6%
6.5
6
<0.1%
8.5
4
<0.1%
4.5
3
<0.1%
7.5
3
<0.1%
SMALLEST VALUES
0.0
49
0.6%
1.0
413
5.1%
1.5
1
<0.1%
2.0
539
6.7%
3.0
708
8.8%
3.5
1
<0.1%
4.0
930
11.5%
4.5
3
<0.1%
5.0
1,797
22.3%
5.5
2
<0.1%
6.0
1,395
17.3%
6.5
6
<0.1%
7.0
1,127
14.0%
7.5
3
<0.1%
8.0
652
8.1%
LARGEST VALUES
10.0
188
2.3%
9.5
1
<0.1%
9.0
241
3.0%
8.5
4
<0.1%
8.0
652
8.1%
7.5
3
<0.1%
7.0
1,127
14.0%
6.5
6
<0.1%
6.0
1,395
17.3%
5.5
2
<0.1%
5.0
1,797
22.3%
4.5
3
<0.1%
4.0
930
11.5%
3.5
1
<0.1%
3.0
708
8.8%
met_o
MISSING:
385
(5%)
TOP CATEGORIES
2.0
7,635
96%
1.0
350
4%
7.0
3
<1%
5.0
2
<1%
3.0
1
<1%
6.0
1
<1%
8.0
1
<1%
ALL
7,993
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
met_o
PROVIDES INFORMATION ON...
met
0.13
match
0.02
dec_o
0.01
mn_sat
0.01
dec
0.01
amb5_1
0.01
condtn
0.01
attr5_1
0.01
intel5_1
0.01
sinc5_1
0.01
fun5_1
0.00
amb7_2
0.00
attr5_2
0.00
intel5_2
0.00

THESE FEATURES
GIVE INFORMATION
ON met_o:
met
0.29
mn_sat
0.04
amb5_1
0.03
attr5_1
0.03
sinc5_1
0.03
intel5_1
0.02
fun5_1
0.02
dec_o
0.02
match
0.02
amb5_2
0.02
attr5_2
0.02
sinc5_2
0.02
intel5_2
0.02
fun5_2
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
met_o
CORRELATION RATIO WITH...
intel_o
0.39
sinc_o
0.36
like_o
0.36
fun_o
0.32
attr_o
0.31
intel
0.28
amb_o
0.28
prob_o
0.27
like
0.25
sinc
0.24
attr
0.24
shar_o
0.23
fun
0.23
amb
0.21
age
MISSING:
95
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc7_2
-0.24
shar7_2
-0.22
gaming
-0.17
fun1_s
-0.16
amb1_s
-0.15
intel1_s
-0.15
imprace
-0.15
amb2_3
-0.14
attr7_2
0.14
amb3_3
-0.14
field_cd
0.14
museums
0.11
sinc7_3
-0.11
attr7_3
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
exphappy
0.56
race
0.51
goal
0.49
tv
0.48
dining
0.47
exercise
0.47
shopping
0.47
go_out
0.46
music
0.46
tvsports
0.46
imprelig
0.46
sports
0.45
date
0.43
movies
0.40
MOST FREQUENT VALUES
27.0
1,059
12.8%
23.0
894
10.8%
26.0
869
10.5%
24.0
863
10.4%
25.0
837
10.1%
28.0
746
9.0%
22.0
655
7.9%
29.0
589
7.1%
30.0
574
6.9%
21.0
291
3.5%
32.0
210
2.5%
33.0
161
1.9%
34.0
152
1.8%
31.0
125
1.5%
35.0
60
0.7%
SMALLEST VALUES
18.0
10
0.1%
19.0
20
0.2%
20.0
55
0.7%
21.0
291
3.5%
22.0
655
7.9%
23.0
894
10.8%
24.0
863
10.4%
25.0
837
10.1%
26.0
869
10.5%
27.0
1,059
12.8%
28.0
746
9.0%
29.0
589
7.1%
30.0
574
6.9%
31.0
125
1.5%
32.0
210
2.5%
LARGEST VALUES
55.0
6
<0.1%
42.0
20
0.2%
39.0
18
0.2%
38.0
19
0.2%
37.0
5
<0.1%
36.0
45
0.5%
35.0
60
0.7%
34.0
152
1.8%
33.0
161
1.9%
32.0
210
2.5%
31.0
125
1.5%
30.0
574
6.9%
29.0
589
7.1%
28.0
746
9.0%
27.0
1,059
12.8%
field
MISSING:
63
(<1%)
521
6%
-
-
Business
468
6%
-
-
MBA
462
6%
-
-
Law
378
5%
-
-
Social Work
252
3%
-
-
International Affairs
164
2%
-
-
Electrical Engineering
139
2%
-
-
Psychology
123
1%
-
-
law
113
1%
-
-
Finance
110
1%
-
-
business
95
1%
-
-
Mathematics
92
1%
-
-
Film
88
1%
-
-
Sociology
85
1%
-
-
Biology
81
<1%
-
-
Engineering
77
<1%
-
-
Business (MBA)
76
<1%
-
-
Clinical Psychology
70
<1%
-
-
Biochemistry
69
<1%
-
-
Political Science
67
<1%
-
-
Economics
57
<1%
-
-
chemistry
56
<1%
-
-
Physics
56
<1%
-
-
Operations Research
56
<1%
-
-
School Psychology
55
<1%
-
-
Education
52
<1%
-
-
medicine
52
<1%
-
-
sociology
51
<1%
-
-
Mechanical Engineering
50
<1%
-
-
Urban Planning
48
<1%
-
-
Computer Science
46
<1%
-
-
engineering
45
<1%
-
-
English
44
<1%
-
-
MFA Acting Program
44
<1%
-
-
Biomedical Engineering
42
<1%
-
-
Genetics
42
<1%
-
-
Classics
40
<1%
-
-
Medicine
40
<1%
-
-
MA Biotechnology
40
<1%
-
-
History
38
<1%
-
-
psychology
38
<1%
-
-
microbiology
37
<1%
-
-
Theater
37
<1%
-
-
Art Education
37
<1%
-
-
electrical engineering
37
<1%
-
-
journalism
37
<1%
-
-
biology
37
<1%
-
-
Counseling Psychology
36
<1%
-
-
Financial Engineering
36
<1%
-
-
music education
36
<1%
-
-
political science
36
<1%
-
-
Chemistry
36
<1%
-
-
EDUCATION
36
<1%
-
-
Education Policy
35
<1%
-
-
Public Administration
35
<1%
-
-
International affairs
35
<1%
-
-
Epidemiology
34
<1%
-
-
Organizational Psychology
33
<1%
-
-
Elementary Education
32
<1%
-
-
Statistics
32
<1%
-
-
education
3,119
38%
-
-
(Other)
field_cd
MISSING:
82
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
career_c
0.35
sinc7_2
-0.25
fun7_3
-0.21
sinc7_3
-0.20
attr7_3
0.19
sinc4_3
-0.17
intel1_3
-0.15
fun4_3
-0.15
age
0.14
expnum
0.14
wave
0.13
pid
0.13
sinc2_3
-0.13
iid
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.43
music
0.25
tvsports
0.24
dining
0.23
exercise
0.23
goal
0.23
intel3_1
0.22
fun3_s
0.22
go_out
0.22
tv
0.21
exphappy
0.21
shopping
0.21
attr3_s
0.21
sports
0.20
MOST FREQUENT VALUES
8.0
1,925
23.2%
10.0
993
12.0%
5.0
864
10.4%
13.0
709
8.5%
3.0
696
8.4%
1.0
665
8.0%
9.0
626
7.5%
11.0
468
5.6%
6.0
325
3.9%
7.0
241
2.9%
2.0
207
2.5%
15.0
187
2.3%
4.0
143
1.7%
14.0
126
1.5%
18.0
52
0.6%
SMALLEST VALUES
1.0
665
8.0%
2.0
207
2.5%
3.0
696
8.4%
4.0
143
1.7%
5.0
864
10.4%
6.0
325
3.9%
7.0
241
2.9%
8.0
1,925
23.2%
9.0
626
7.5%
10.0
993
12.0%
11.0
468
5.6%
12.0
19
0.2%
13.0
709
8.5%
14.0
126
1.5%
15.0
187
2.3%
LARGEST VALUES
18.0
52
0.6%
17.0
10
0.1%
16.0
40
0.5%
15.0
187
2.3%
14.0
126
1.5%
13.0
709
8.5%
12.0
19
0.2%
11.0
468
5.6%
10.0
993
12.0%
9.0
626
7.5%
8.0
1,925
23.2%
7.0
241
2.9%
6.0
325
3.9%
5.0
864
10.4%
4.0
143
1.7%
undergra
MISSING:
3,464
(41%)
107
2%
-
-
UC Berkeley
104
2%
-
-
Harvard
95
2%
-
-
Columbia
86
2%
-
-
Yale
78
2%
-
-
NYU
66
1%
-
-
UCLA
66
1%
-
-
Brown
64
1%
-
-
Cornell University
59
1%
-
-
Smith College
47
<1%
-
-
Tufts University
44
<1%
-
-
Cornell
44
<1%
-
-
Columbia College
43
<1%
-
-
Rutgers College
43
<1%
-
-
Columbia University
43
<1%
-
-
University of Toronto
42
<1%
-
-
Barnard College
41
<1%
-
-
University of Pennsylvania
40
<1%
-
-
Wesleyan University
35
<1%
-
-
Harvard University
34
<1%
-
-
University of Michigan
33
<1%
-
-
University of Vermont
33
<1%
-
-
Penn State University
31
<1%
-
-
Connecticut College
30
<1%
-
-
Tufts
30
<1%
-
-
Florida International University
30
<1%
-
-
University of Washington
30
<1%
-
-
Brown University
29
<1%
-
-
Delhi University
28
<1%
-
-
Princeton
28
<1%
-
-
UC Irvine
28
<1%
-
-
Georgetown University
28
<1%
-
-
University of California at Santa Barbara
28
<1%
-
-
Holy Cross
27
<1%
-
-
Boston College
25
<1%
-
-
Stanford University
24
<1%
-
-
Fordham University
24
<1%
-
-
Amherst College
23
<1%
-
-
Rutgers University
23
<1%
-
-
Bucknell University
22
<1%
-
-
Hamilton College
22
<1%
-
-
Oxford
22
<1%
-
-
LUISS, Rome
22
<1%
-
-
Universidad de Chile
22
<1%
-
-
S.V Regional Engineering College,India
22
<1%
-
-
University of Southern California
22
<1%
-
-
Princeton University
22
<1%
-
-
University of Kansas
22
<1%
-
-
Nirma Institute of Technology-India
22
<1%
-
-
SEAS
22
<1%
-
-
Dartmouth College
22
<1%
-
-
Cooper Union, Bard college, and SUNY Purchase
22
<1%
-
-
Naples, Italy
22
<1%
-
-
U.C. Berkeley
22
<1%
-
-
Loyola College
22
<1%
-
-
Texas State University
22
<1%
-
-
University of Genova
22
<1%
-
-
University of Reading, England
22
<1%
-
-
Oxford University
22
<1%
-
-
Univeristy of California, Davis
22
<1%
-
-
COOPER UNION
2,739
56%
-
-
(Other)
mn_sat
MISSING:
5,245
(63%)
TOP CATEGORIES
1,400.00
403
13%
1,430.00
262
8%
1,290.00
190
6%
1,450.00
163
5%
1,340.00
146
5%
1,309.00
138
4%
1,260.00
133
4%
1,360.00
116
4%
1,460.00
100
3%
1,330.00
84
3%
1,188.00
80
3%
1,310.00
80
3%
1,210.00
61
2%
1,380.00
61
2%
1,250.00
53
2%
1,130.00
43
1%
1,320.00
42
1%
(Other)
978
31%
ALL
3,133
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mn_sat
PROVIDES INFORMATION ON...
intel5_1
0.33
amb5_1
0.32
sinc5_1
0.32
intel5_3
0.32
fun5_1
0.32
intel5_2
0.32
fun5_3
0.32
attr5_1
0.31
amb5_2
0.31
attr5_2
0.31
fun5_2
0.31
amb5_3
0.31
sinc5_2
0.31
attr5_3
0.31

THESE FEATURES
GIVE INFORMATION
ON mn_sat:
fun5_1
0.29
amb5_1
0.28
sinc5_1
0.28
attr5_1
0.27
intel5_1
0.27
fun5_2
0.26
amb5_2
0.25
sinc5_2
0.25
attr5_2
0.24
intel5_2
0.24
sports
0.21
shopping
0.20
tv
0.20
exercise
0.19

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
CORRELATION RATIO WITH...
shar2_3
0.61
amb2_3
0.59
amb4_1
0.58
amb4_2
0.57
shar7_3
0.56
amb7_3
0.56
shar4_2
0.55
pid
0.54
fun4_1
0.54
sinc7_3
0.53
shar4_3
0.53
intel4_2
0.52
iid
0.52
attr4_1
0.52
tuition
MISSING:
4,795
(57%)
241
7%
-
-
26,908.00
174
5%
-
-
26,019.00
138
4%
-
-
15,162.00
112
3%
-
-
25,380.00
108
3%
-
-
26,062.00
96
3%
-
-
27,395.00
95
3%
-
-
26,100.00
92
3%
-
-
26,892.00
84
2%
-
-
15,309.00
83
2%
-
-
26,630.00
83
2%
-
-
21,645.00
80
2%
-
-
11,311.00
64
2%
-
-
27,230.00
59
2%
-
-
24,742.00
53
1%
-
-
33,585.00
50
1%
-
-
25,425.00
46
1%
-
-
25,917.00
46
1%
-
-
15,260.00
43
1%
-
-
20,100.00
43
1%
-
-
26,377.00
42
1%
-
-
25,020.00
42
1%
-
-
25,533.00
40
1%
-
-
27,100.00
40
1%
-
-
23,500.00
39
1%
-
-
12,900.00
36
1%
-
-
26,170.00
36
1%
-
-
10,704.00
34
<1%
-
-
14,915.00
33
<1%
-
-
14,388.00
33
<1%
-
-
22,481.00
30
<1%
-
-
13,258.00
30
<1%
-
-
10,450.00
28
<1%
-
-
14,433.00
27
<1%
-
-
25,026.00
27
<1%
-
-
17,125.00
27
<1%
-
-
24,036.00
24
<1%
-
-
27,240.00
24
<1%
-
-
22,170.00
23
<1%
-
-
25,335.00
22
<1%
-
-
27,350.00
22
<1%
-
-
20,337.00
22
<1%
-
-
9,811.00
22
<1%
-
-
16,650.00
22
<1%
-
-
9,162.00
22
<1%
-
-
26,562.00
21
<1%
-
-
25,555.00
21
<1%
-
-
25,552.00
21
<1%
-
-
9,696.00
21
<1%
-
-
23,187.00
21
<1%
-
-
13,211.00
21
<1%
-
-
17,030.00
21
<1%
-
-
27,728.00
21
<1%
-
-
27,076.00
21
<1%
-
-
11,360.00
21
<1%
-
-
34,290.00
21
<1%
-
-
27,982.00
21
<1%
-
-
15,004.00
21
<1%
-
-
21,960.00
21
<1%
-
-
13,413.00
20
<1%
-
-
10,800.00
732
20%
-
-
(Other)
race
MISSING:
63
(<1%)
TOP CATEGORIES
2.0
4,727
57%
4.0
1,982
24%
3.0
664
8%
6.0
522
6%
1.0
420
5%
ALL
8,315
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
race
PROVIDES INFORMATION ON...
samerace
0.16
mn_sat
0.10
num_in_3
0.08
you_call
0.06
go_out
0.06
attr3_1
0.06
them_cal
0.05
attr5_3
0.05
exercise
0.05
numdat_3
0.05
music
0.05
intel5_3
0.05
attr3_3
0.05
goal
0.04

THESE FEATURES
GIVE INFORMATION
ON race:
mn_sat
0.17
exercise
0.09
samerace
0.09
attr3_1
0.08
shopping
0.08
tv
0.08
sports
0.07
tvsports
0.07
music
0.07
amb3_1
0.07
go_out
0.07
imprelig
0.07
fun3_1
0.07
dining
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
race
CORRELATION RATIO WITH...
age
0.51
reading
0.32
museums
0.30
intel1_1
0.29
concerts
0.27
fun1_1
0.27
sinc1_1
0.27
theater
0.27
clubbing
0.27
art
0.27
fun2_1
0.27
sinc2_1
0.25
shar1_1
0.23
shar2_1
0.23
imprace
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb3_3
0.20
shar2_3
0.19
amb1_3
0.16
amb1_s
0.15
intel2_3
-0.15
amb7_3
0.15
age
-0.15
fun7_3
-0.14
intel4_3
-0.13
positin1
0.13
amb4_3
-0.12
fun2_3
-0.11
amb1_1
0.11
match_es
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
imprelig
0.46
tv
0.37
mn_sat
0.35
shopping
0.26
amb3_1
0.23
tvsports
0.22
exercise
0.22
exphappy
0.22
fun3_3
0.22
race
0.21
goal
0.21
fun3_1
0.20
fun5_3
0.19
dining
0.19
MOST FREQUENT VALUES
1.0
2,798
33.7%
3.0
983
11.8%
2.0
954
11.5%
8.0
663
8.0%
5.0
657
7.9%
7.0
543
6.5%
6.0
524
6.3%
4.0
510
6.1%
9.0
409
4.9%
10.0
250
3.0%
0.0
8
<0.1%
SMALLEST VALUES
0.0
8
<0.1%
1.0
2,798
33.7%
2.0
954
11.5%
3.0
983
11.8%
4.0
510
6.1%
5.0
657
7.9%
6.0
524
6.3%
7.0
543
6.5%
8.0
663
8.0%
9.0
409
4.9%
10.0
250
3.0%
LARGEST VALUES
10.0
250
3.0%
9.0
409
4.9%
8.0
663
8.0%
7.0
543
6.5%
6.0
524
6.3%
5.0
657
7.9%
4.0
510
6.1%
3.0
983
11.8%
2.0
954
11.5%
1.0
2,798
33.7%
0.0
8
<0.1%
imprelig
MISSING:
79
(<1%)
TOP CATEGORIES
1.0
3,032
37%
3.0
929
11%
2.0
863
10%
5.0
697
8%
6.0
661
8%
4.0
524
6%
8.0
517
6%
7.0
467
6%
10.0
327
4%
9.0
282
3%
ALL
8,299
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
imprelig
PROVIDES INFORMATION ON...
mn_sat
0.19
num_in_3
0.12
amb7_2
0.12
goal
0.09
amb5_3
0.09
you_call
0.08
sinc3_1
0.08
attr3_1
0.08
fun5_3
0.08
them_cal
0.08
numdat_3
0.08
fun3_1
0.08
exphappy
0.08
amb3_1
0.07

THESE FEATURES
GIVE INFORMATION
ON imprelig:
mn_sat
0.19
tv
0.07
exphappy
0.07
shopping
0.07
amb3_1
0.07
fun3_1
0.07
sinc3_1
0.07
attr3_1
0.07
music
0.07
sports
0.07
dining
0.07
movies
0.07
exercise
0.07
satis_2
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
imprelig
CORRELATION RATIO WITH...
imprace
0.46
age
0.46
reading
0.37
museums
0.33
art
0.32
concerts
0.31
fun2_1
0.31
intel1_1
0.31
theater
0.31
fun1_1
0.29
clubbing
0.28
intel2_1
0.27
sinc1_1
0.26
sinc2_1
0.25
from
MISSING:
79
(<1%)
522
6%
-
-
New York
365
4%
-
-
New Jersey
301
4%
-
-
California
139
2%
-
-
China
132
2%
-
-
Italy
130
2%
-
-
New York City
123
1%
-
-
Boston
120
1%
-
-
Texas
109
1%
-
-
NYC
107
1%
-
-
India
106
1%
-
-
Maryland
104
1%
-
-
Israel
103
1%
-
-
Taiwan
95
1%
-
-
Chicago
87
1%
-
-
Spain
87
1%
-
-
Washington, DC
86
1%
-
-
France
84
1%
-
-
San Francisco
82
<1%
-
-
Philadelphia
80
<1%
-
-
Germany
74
<1%
-
-
Mexico
72
<1%
-
-
NJ
71
<1%
-
-
Los Angeles
70
<1%
-
-
Connecticut
64
<1%
-
-
Pennsylvania
64
<1%
-
-
Russia
63
<1%
-
-
Brooklyn, NY
63
<1%
-
-
Miami
61
<1%
-
-
Long Island
60
<1%
-
-
Minnesota
59
<1%
-
-
Boston, MA
59
<1%
-
-
Florida
59
<1%
-
-
Hong Kong
57
<1%
-
-
new york
55
<1%
-
-
Canada
53
<1%
-
-
Greece
48
<1%
-
-
Michigan
48
<1%
-
-
England
46
<1%
-
-
Ohio
44
<1%
-
-
Buffalo, NY
44
<1%
-
-
San Diego
43
<1%
-
-
Washington DC
41
<1%
-
-
Baltimore
40
<1%
-
-
Bangladesh
40
<1%
-
-
Los Angeles, CA
39
<1%
-
-
Houston
37
<1%
-
-
Brooklyn
36
<1%
-
-
PA
36
<1%
-
-
Northern New Jersey
35
<1%
-
-
New York, NY
34
<1%
-
-
Southern California
34
<1%
-
-
Northern California
34
<1%
-
-
Cincinnati, Ohio
34
<1%
-
-
Ann Arbor, MI
34
<1%
-
-
Minneapolis
34
<1%
-
-
Atlanta, GA
33
<1%
-
-
Philippines
32
<1%
-
-
Kansas
32
<1%
-
-
Arizona
32
<1%
-
-
New Delhi, India
3,423
41%
-
-
(Other)
zipcode
MISSING:
1,064
(13%)
355
5%
-
-
0
139
2%
-
-
10,021
128
2%
-
-
10,027
121
2%
-
-
10,025
48
<1%
-
-
19,087
41
<1%
-
-
92,064
41
<1%
-
-
7,410
39
<1%
-
-
10,012
39
<1%
-
-
11,235
37
<1%
-
-
91,011
37
<1%
-
-
10,128
36
<1%
-
-
80,131
34
<1%
-
-
7,726
34
<1%
-
-
20,817
32
<1%
-
-
10,019
31
<1%
-
-
8,904
31
<1%
-
-
7,936
30
<1%
-
-
60,521
29
<1%
-
-
10,028
26
<1%
-
-
8,820
22
<1%
-
-
471,001
22
<1%
-
-
10,594
22
<1%
-
-
19,380
22
<1%
-
-
91,789
22
<1%
-
-
12,563
22
<1%
-
-
7,078
22
<1%
-
-
10,024
22
<1%
-
-
8,805
22
<1%
-
-
95,831
22
<1%
-
-
94,121
22
<1%
-
-
16,146
22
<1%
-
-
50,354
22
<1%
-
-
136
22
<1%
-
-
11,570
22
<1%
-
-
395,001
22
<1%
-
-
2,140
22
<1%
-
-
10,029
22
<1%
-
-
33,418
22
<1%
-
-
26,223
22
<1%
-
-
11,001
22
<1%
-
-
67,111
22
<1%
-
-
91,754
22
<1%
-
-
78,666
22
<1%
-
-
92,028
22
<1%
-
-
2,420
22
<1%
-
-
94,536
22
<1%
-
-
84,108
22
<1%
-
-
11,572
22
<1%
-
-
48,306
22
<1%
-
-
12,020
22
<1%
-
-
90,034
22
<1%
-
-
96,797
22
<1%
-
-
78,110
22
<1%
-
-
45,213
21
<1%
-
-
7,024
21
<1%
-
-
7,620
21
<1%
-
-
6,098
21
<1%
-
-
18,977
21
<1%
-
-
630,090
21
<1%
-
-
10,543
5,132
70%
-
-
(Other)
income
MISSING:
4,099
(49%)
124
3%
-
-
55,080.00
41
<1%
-
-
53,229.00
39
<1%
-
-
25,401.00
37
<1%
-
-
78,704.00
37
<1%
-
-
33,772.00
37
<1%
-
-
49,409.00
34
<1%
-
-
80,006.00
30
<1%
-
-
69,487.00
29
<1%
-
-
52,010.00
28
<1%
-
-
16,767.00
26
<1%
-
-
58,802.00
22
<1%
-
-
72,412.00
22
<1%
-
-
32,386.00
22
<1%
-
-
36,673.00
22
<1%
-
-
47,624.00
22
<1%
-
-
61,686.00
22
<1%
-
-
48,137.00
22
<1%
-
-
46,272.00
22
<1%
-
-
15,863.00
22
<1%
-
-
50,572.00
22
<1%
-
-
71,787.00
22
<1%
-
-
49,642.00
22
<1%
-
-
20,000.00
22
<1%
-
-
32,508.00
22
<1%
-
-
35,627.00
22
<1%
-
-
46,280.00
22
<1%
-
-
36,510.00
22
<1%
-
-
41,191.00
22
<1%
-
-
55,138.00
22
<1%
-
-
30,038.00
21
<1%
-
-
31,432.00
21
<1%
-
-
37,240.00
21
<1%
-
-
36,594.00
21
<1%
-
-
62,997.00
21
<1%
-
-
46,608.00
21
<1%
-
-
37,881.00
21
<1%
-
-
77,112.00
21
<1%
-
-
18,283.00
21
<1%
-
-
73,073.00
21
<1%
-
-
26,706.00
21
<1%
-
-
50,060.00
21
<1%
-
-
80,608.00
21
<1%
-
-
43,844.00
21
<1%
-
-
53,196.00
21
<1%
-
-
25,786.00
21
<1%
-
-
48,944.00
20
<1%
-
-
35,187.00
20
<1%
-
-
26,298.00
20
<1%
-
-
56,118.00
20
<1%
-
-
22,805.00
20
<1%
-
-
27,248.00
20
<1%
-
-
64,716.00
20
<1%
-
-
53,501.00
20
<1%
-
-
46,792.00
20
<1%
-
-
45,695.00
20
<1%
-
-
46,800.00
20
<1%
-
-
30,855.00
20
<1%
-
-
62,875.00
20
<1%
-
-
52,388.00
20
<1%
-
-
42,640.00
2,783
65%
-
-
(Other)
goal
MISSING:
79
(<1%)
TOP CATEGORIES
1.0
3,426
41%
2.0
3,012
36%
3.0
631
8%
5.0
510
6%
6.0
419
5%
4.0
301
4%
ALL
8,299
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
goal
PROVIDES INFORMATION ON...
mn_sat
0.10
imprelig
0.06
exphappy
0.06
go_out
0.06
numdat_3
0.06
dining
0.06
date
0.05
intel5_3
0.05
intel3_1
0.05
sinc5_3
0.05
shopping
0.05
attr3_1
0.05
sinc3_1
0.05
fun5_3
0.05

THESE FEATURES
GIVE INFORMATION
ON goal:
mn_sat
0.14
imprelig
0.09
exphappy
0.09
shopping
0.08
sports
0.08
dining
0.08
amb3_1
0.07
tvsports
0.07
date
0.07
music
0.06
movies
0.06
attr3_1
0.06
tv
0.06
sinc3_1
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
goal
CORRELATION RATIO WITH...
age
0.49
reading
0.36
museums
0.35
art
0.33
concerts
0.32
fun1_1
0.32
theater
0.31
fun2_1
0.30
intel1_1
0.29
clubbing
0.28
sinc1_1
0.26
intel2_1
0.25
hiking
0.24
shar1_1
0.23
date
MISSING:
97
(1%)
TOP CATEGORIES
6.0
2,094
25%
4.0
2,040
25%
5.0
1,528
18%
7.0
1,434
17%
3.0
783
9%
2.0
308
4%
1.0
94
1%
ALL
8,281
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
date
PROVIDES INFORMATION ON...
mn_sat
0.14
go_out
0.11
amb7_2
0.08
goal
0.07
attr3_1
0.06
fun3_1
0.06
race
0.06
numdat_3
0.06
you_call
0.06
sinc3_1
0.06
them_cal
0.06
attr5_3
0.06
imprelig
0.06
dining
0.06

THESE FEATURES
GIVE INFORMATION
ON date:
mn_sat
0.16
go_out
0.09
sports
0.07
imprelig
0.07
tv
0.07
fun3_1
0.06
exercise
0.06
attr3_1
0.06
tvsports
0.06
dining
0.06
shopping
0.06
amb3_1
0.06
exphappy
0.06
music
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
date
CORRELATION RATIO WITH...
age
0.43
sinc1_1
0.35
reading
0.34
museums
0.31
attr1_1
0.31
art
0.30
concerts
0.30
expnum
0.30
theater
0.28
intel1_1
0.25
fun1_1
0.24
clubbing
0.24
sinc1_2
0.23
fun2_1
0.23
go_out
MISSING:
79
(<1%)
TOP CATEGORIES
2.0
2,990
36%
1.0
2,610
31%
3.0
1,949
23%
4.0
450
5%
5.0
164
2%
6.0
99
1%
7.0
37
<1%
ALL
8,299
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
go_out
PROVIDES INFORMATION ON...
mn_sat
0.10
date
0.09
fun3_1
0.08
attr3_1
0.07
race
0.07
amb3_1
0.06
fun3_3
0.06
goal
0.06
intel5_3
0.06
fun5_2
0.06
intel3_1
0.06
attr5_3
0.06
you_call
0.06
music
0.06

THESE FEATURES
GIVE INFORMATION
ON go_out:
mn_sat
0.15
date
0.11
fun3_1
0.10
exercise
0.09
amb3_1
0.09
attr3_1
0.09
sports
0.08
shopping
0.08
music
0.08
dining
0.07
tvsports
0.07
exphappy
0.07
fun5_2
0.07
tv
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
go_out
CORRELATION RATIO WITH...
age
0.46
reading
0.36
museums
0.33
sinc1_1
0.32
fun1_1
0.31
concerts
0.30
intel1_1
0.30
art
0.30
theater
0.30
fun2_1
0.27
amb1_1
0.27
intel2_1
0.26
amb2_1
0.24
shar2_1
0.24
career
MISSING:
89
(1%)
202
2%
-
-
Finance
199
2%
-
-
professor
154
2%
-
-
Lawyer
148
2%
-
-
Professor
147
2%
-
-
Consulting
136
2%
-
-
Social Worker
121
1%
-
-
Law
103
1%
-
-
Business
101
1%
-
-
Academic
91
1%
-
-
Scientist
85
1%
-
-
lawyer
84
1%
-
-
Investment Banking
78
<1%
-
-
Social Work
77
<1%
-
-
law
77
<1%
-
-
Writer
75
<1%
-
-
undecided
73
<1%
-
-
Entrepreneur
68
<1%
-
-
research
66
<1%
-
-
Actress
61
<1%
-
-
academia
58
<1%
-
-
Management Consulting
57
<1%
-
-
consulting
56
<1%
-
-
Engineer
55
<1%
-
-
Researcher
54
<1%
-
-
business
53
<1%
-
-
Banking
52
<1%
-
-
Clinical Psychologist
50
<1%
-
-
Teacher
50
<1%
-
-
International Development
47
<1%
-
-
School Psychologist
45
<1%
-
-
Undecided
45
<1%
-
-
investment banking
45
<1%
-
-
teacher
43
<1%
-
-
Physician
42
<1%
-
-
Who knows
41
<1%
-
-
Epidemiologist
40
<1%
-
-
college professor
40
<1%
-
-
Medicine
39
<1%
-
-
Intellectual Property Attorney
38
<1%
-
-
writer/editor
38
<1%
-
-
education
38
<1%
-
-
Research Scientist
38
<1%
-
-
Psychologist
37
<1%
-
-
Screenwriter
36
<1%
-
-
academic
32
<1%
-
-
Clinical Social Worker
31
<1%
-
-
scientist
30
<1%
-
-
Journalist
30
<1%
-
-
banking
30
<1%
-
-
International Business
30
<1%
-
-
Private Equity
29
<1%
-
-
banker
27
<1%
-
-
Trader
26
<1%
-
-
finance
26
<1%
-
-
psychologist
25
<1%
-
-
medicine
25
<1%
-
-
Education
23
<1%
-
-
Educator
23
<1%
-
-
Real Estate
22
<1%
-
-
School Leadership/Politics
4,597
55%
-
-
(Other)
career_c
MISSING:
138
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
field_cd
0.35
sinc7_3
-0.26
attr7_3
0.23
attr7_2
0.18
sinc7_2
-0.18
attr2_2
0.17
attr4_3
0.16
idg
0.16
id
0.16
attr2_3
0.16
iid
0.16
pid
0.15
wave
0.15
attr4_2
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.38
sinc5_2
0.26
fun3_2
0.25
imprelig
0.23
exphappy
0.23
attr5_2
0.23
tv
0.23
sinc3_2
0.23
tvsports
0.23
music
0.22
sports
0.21
attr3_2
0.21
fun3_3
0.21
exercise
0.21
MOST FREQUENT VALUES
2.0
2,320
28.2%
7.0
2,170
26.3%
6.0
724
8.8%
1.0
675
8.2%
9.0
547
6.6%
4.0
421
5.1%
10.0
379
4.6%
3.0
261
3.2%
5.0
234
2.8%
11.0
220
2.7%
13.0
81
1.0%
15.0
77
0.9%
16.0
44
0.5%
8.0
39
0.5%
12.0
28
0.3%
SMALLEST VALUES
1.0
675
8.2%
2.0
2,320
28.2%
3.0
261
3.2%
4.0
421
5.1%
5.0
234
2.8%
6.0
724
8.8%
7.0
2,170
26.3%
8.0
39
0.5%
9.0
547
6.6%
10.0
379
4.6%
11.0
220
2.7%
12.0
28
0.3%
13.0
81
1.0%
14.0
10
0.1%
15.0
77
0.9%
LARGEST VALUES
17.0
10
0.1%
16.0
44
0.5%
15.0
77
0.9%
14.0
10
0.1%
13.0
81
1.0%
12.0
28
0.3%
11.0
220
2.7%
10.0
379
4.6%
9.0
547
6.6%
8.0
39
0.5%
7.0
2,170
26.3%
6.0
724
8.8%
5.0
234
2.8%
4.0
421
5.1%
3.0
261
3.2%
sports
MISSING:
79
(<1%)
TOP CATEGORIES
8.0
1,294
16%
7.0
1,185
14%
10.0
1,069
13%
9.0
1,052
13%
5.0
860
10%
6.0
760
9%
3.0
679
8%
4.0
584
7%
2.0
469
6%
1.0
347
4%
ALL
8,299
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sports
PROVIDES INFORMATION ON...
mn_sat
0.21
tvsports
0.12
exercise
0.11
attr5_3
0.10
amb5_3
0.10
fun5_3
0.09
num_in_3
0.09
amb7_2
0.09
exphappy
0.09
attr3_3
0.09
sinc5_3
0.09
movies
0.08
go_out
0.08
fun3_3
0.08

THESE FEATURES
GIVE INFORMATION
ON sports:
mn_sat
0.18
tvsports
0.12
exercise
0.11
tv
0.08
exphappy
0.08
shopping
0.07
movies
0.07
dining
0.07
music
0.06
imprelig
0.06
fun3_1
0.06
attr3_1
0.06
attr3_3
0.06
sinc3_1
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sports
CORRELATION RATIO WITH...
age
0.45
reading
0.39
theater
0.38
intel1_1
0.35
museums
0.35
concerts
0.32
art
0.32
fun2_1
0.32
fun1_1
0.30
attr1_1
0.28
intel2_1
0.28
hiking
0.28
clubbing
0.28
gaming
0.26
tvsports
MISSING:
79
(<1%)
TOP CATEGORIES
1.0
1,522
18%
2.0
1,124
14%
7.0
926
11%
3.0
898
11%
5.0
864
10%
8.0
743
9%
4.0
732
9%
6.0
650
8%
9.0
466
6%
10.0
374
5%
ALL
8,299
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tvsports
PROVIDES INFORMATION ON...
mn_sat
0.19
sports
0.12
amb5_3
0.11
amb7_2
0.10
num_in_3
0.10
numdat_3
0.10
attr3_1
0.09
attr5_3
0.09
fun3_1
0.09
tv
0.08
sinc5_3
0.08
you_call
0.08
amb3_1
0.08
exercise
0.08

THESE FEATURES
GIVE INFORMATION
ON tvsports:
mn_sat
0.16
sports
0.12
tv
0.08
exercise
0.08
attr3_1
0.07
fun3_1
0.07
amb3_1
0.07
exphappy
0.06
dining
0.06
movies
0.06
imprelig
0.06
fun3_2
0.06
shopping
0.05
music
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tvsports
CORRELATION RATIO WITH...
age
0.46
reading
0.42
museums
0.36
intel1_1
0.36
concerts
0.34
art
0.34
fun2_1
0.34
gaming
0.32
theater
0.32
fun1_1
0.32
intel2_1
0.28
sinc2_1
0.28
attr1_1
0.27
clubbing
0.27
exercise
MISSING:
79
(<1%)
TOP CATEGORIES
8.0
1,358
16%
7.0
1,200
14%
6.0
1,160
14%
5.0
1,054
13%
9.0
902
11%
10.0
683
8%
4.0
608
7%
3.0
586
7%
2.0
454
5%
1.0
294
4%
ALL
8,299
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
exercise
PROVIDES INFORMATION ON...
mn_sat
0.19
you_call
0.11
sports
0.11
amb7_2
0.10
num_in_3
0.09
amb5_3
0.09
attr3_1
0.09
go_out
0.09
race
0.09
fun5_3
0.08
attr5_3
0.08
dining
0.08
sinc5_3
0.08
exphappy
0.08

THESE FEATURES
GIVE INFORMATION
ON exercise:
mn_sat
0.17
sports
0.11
tvsports
0.08
dining
0.07
attr3_1
0.07
exphappy
0.07
shopping
0.06
music
0.06
fun3_1
0.06
tv
0.06
imprelig
0.06
amb3_1
0.06
go_out
0.06
amb5_1
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
exercise
CORRELATION RATIO WITH...
age
0.47
reading
0.36
museums
0.33
concerts
0.32
intel1_1
0.32
theater
0.31
art
0.31
fun2_1
0.29
fun1_1
0.28
clubbing
0.28
sinc1_1
0.26
intel2_1
0.25
hiking
0.25
attr2_1
0.24
dining
MISSING:
79
(<1%)
TOP CATEGORIES
8.0
1,924
23%
9.0
1,644
20%
10.0
1,523
18%
7.0
1,511
18%
6.0
712
9%
5.0
663
8%
4.0
156
2%
3.0
94
1%
2.0
38
<1%
1.0
34
<1%
ALL
8,299
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
dining
PROVIDES INFORMATION ON...
mn_sat
0.16
shopping
0.11
attr5_3
0.10
attr3_1
0.10
fun3_1
0.10
movies
0.09
music
0.09
intel3_1
0.08
amb5_3
0.08
sinc3_1
0.08
amb7_2
0.08
amb3_1
0.08
fun5_3
0.08
goal
0.08

THESE FEATURES
GIVE INFORMATION
ON dining:
mn_sat
0.17
shopping
0.13
fun3_1
0.09
movies
0.09
attr3_1
0.09
music
0.09
exercise
0.08
amb3_1
0.08
sports
0.08
exphappy
0.08
sinc3_1
0.07
tvsports
0.07
imprelig
0.07
tv
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dining
CORRELATION RATIO WITH...
museums
0.51
age
0.47
art
0.46
theater
0.44
reading
0.42
concerts
0.37
clubbing
0.35
fun1_1
0.32
fun2_1
0.31
sinc1_1
0.29
intel1_1
0.29
yoga
0.28
hiking
0.28
amb2_1
0.26
museums
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
art
0.86
theater
0.55
concerts
0.38
reading
0.33
yoga
0.26
fun7_2
-0.19
attr1_1
-0.18
hiking
0.18
int_corr
0.17
attr1_s
-0.16
intel1_1
0.16
fun7_3
-0.14
intel4_3
0.14
fun4_3
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dining
0.51
movies
0.47
music
0.43
shopping
0.41
fun3_1
0.37
sinc3_1
0.36
tvsports
0.36
goal
0.35
attr3_1
0.35
mn_sat
0.35
sports
0.35
amb3_1
0.35
intel3_1
0.35
tv
0.33
MOST FREQUENT VALUES
7.0
1,801
21.7%
8.0
1,596
19.2%
9.0
1,249
15.1%
6.0
902
10.9%
10.0
830
10.0%
5.0
829
10.0%
4.0
504
6.1%
3.0
404
4.9%
2.0
108
1.3%
1.0
58
0.7%
0.0
18
0.2%
SMALLEST VALUES
0.0
18
0.2%
1.0
58
0.7%
2.0
108
1.3%
3.0
404
4.9%
4.0
504
6.1%
5.0
829
10.0%
6.0
902
10.9%
7.0
1,801
21.7%
8.0
1,596
19.2%
9.0
1,249
15.1%
10.0
830
10.0%
LARGEST VALUES
10.0
830
10.0%
9.0
1,249
15.1%
8.0
1,596
19.2%
7.0
1,801
21.7%
6.0
902
10.9%
5.0
829
10.0%
4.0
504
6.1%
3.0
404
4.9%
2.0
108
1.3%
1.0
58
0.7%
0.0
18
0.2%
art
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
museums
0.86
theater
0.53
concerts
0.40
yoga
0.30
reading
0.24
hiking
0.19
int_corr
0.17
attr2_3
0.15
amb2_2
-0.15
clubbing
0.13
attr1_1
-0.13
intel4_3
0.12
attr2_2
0.12
pid
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dining
0.46
movies
0.44
music
0.41
shopping
0.37
mn_sat
0.35
fun3_1
0.35
tvsports
0.34
goal
0.33
attr3_1
0.33
amb3_1
0.33
sinc3_1
0.32
imprelig
0.32
sports
0.32
tv
0.31
MOST FREQUENT VALUES
8.0
1,750
21.1%
7.0
1,350
16.3%
5.0
1,001
12.1%
10.0
956
11.5%
6.0
894
10.8%
9.0
875
10.5%
3.0
618
7.4%
4.0
517
6.2%
2.0
228
2.7%
1.0
92
1.1%
0.0
18
0.2%
SMALLEST VALUES
0.0
18
0.2%
1.0
92
1.1%
2.0
228
2.7%
3.0
618
7.4%
4.0
517
6.2%
5.0
1,001
12.1%
6.0
894
10.8%
7.0
1,350
16.3%
8.0
1,750
21.1%
9.0
875
10.5%
10.0
956
11.5%
LARGEST VALUES
10.0
956
11.5%
9.0
875
10.5%
8.0
1,750
21.1%
7.0
1,350
16.3%
6.0
894
10.8%
5.0
1,001
12.1%
4.0
517
6.2%
3.0
618
7.4%
2.0
228
2.7%
1.0
92
1.1%
0.0
18
0.2%
hiking
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
yoga
0.24
art
0.19
concerts
0.18
museums
0.18
gaming
0.16
shar7_2
-0.13
shar7_3
-0.13
shar2_3
-0.13
attr4_3
0.12
sinc1_s
0.11
sinc1_2
0.11
sinc7_3
0.11
shar1_s
0.11
amb4_3
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.40
shopping
0.29
sports
0.28
dining
0.28
music
0.28
tv
0.28
sinc3_1
0.25
exercise
0.25
exphappy
0.25
goal
0.24
tvsports
0.24
movies
0.24
imprelig
0.23
fun3_1
0.23
MOST FREQUENT VALUES
8.0
1,212
14.6%
7.0
1,117
13.5%
6.0
1,044
12.6%
3.0
944
11.4%
5.0
929
11.2%
9.0
688
8.3%
4.0
681
8.2%
2.0
680
8.2%
10.0
566
6.8%
1.0
420
5.1%
0.0
18
0.2%
SMALLEST VALUES
0.0
18
0.2%
1.0
420
5.1%
2.0
680
8.2%
3.0
944
11.4%
4.0
681
8.2%
5.0
929
11.2%
6.0
1,044
12.6%
7.0
1,117
13.5%
8.0
1,212
14.6%
9.0
688
8.3%
10.0
566
6.8%
LARGEST VALUES
10.0
566
6.8%
9.0
688
8.3%
8.0
1,212
14.6%
7.0
1,117
13.5%
6.0
1,044
12.6%
5.0
929
11.2%
4.0
681
8.2%
3.0
944
11.4%
2.0
680
8.2%
1.0
420
5.1%
0.0
18
0.2%
gaming
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
int_corr
-0.24
clubbing
0.19
sinc2_1
0.18
age
-0.17
hiking
0.16
amb2_3
0.16
attr2_1
-0.15
amb1_s
0.15
intel2_1
0.13
fun2_3
-0.13
amb4_1
-0.13
intel4_3
-0.12
sinc2_2
0.11
concerts
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.36
tvsports
0.32
exphappy
0.29
sports
0.26
tv
0.26
exercise
0.24
gender
0.22
amb3_1
0.22
goal
0.22
intel3_1
0.21
race
0.21
shopping
0.21
dining
0.20
attr3_1
0.20
MOST FREQUENT VALUES
1.0
1,983
23.9%
2.0
1,175
14.2%
3.0
1,078
13.0%
5.0
1,025
12.4%
6.0
761
9.2%
7.0
734
8.8%
4.0
710
8.6%
8.0
429
5.2%
9.0
220
2.7%
14.0
78
0.9%
0.0
59
0.7%
10.0
47
0.6%
SMALLEST VALUES
0.0
59
0.7%
1.0
1,983
23.9%
2.0
1,175
14.2%
3.0
1,078
13.0%
4.0
710
8.6%
5.0
1,025
12.4%
6.0
761
9.2%
7.0
734
8.8%
8.0
429
5.2%
9.0
220
2.7%
10.0
47
0.6%
14.0
78
0.9%
LARGEST VALUES
14.0
78
0.9%
10.0
47
0.6%
9.0
220
2.7%
8.0
429
5.2%
7.0
734
8.8%
6.0
761
9.2%
5.0
1,025
12.4%
4.0
710
8.6%
3.0
1,078
13.0%
2.0
1,175
14.2%
1.0
1,983
23.9%
0.0
59
0.7%
clubbing
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
expnum
0.31
gaming
0.19
amb1_s
0.19
sinc1_3
-0.17
fun4_3
-0.15
attr7_2
0.15
intel7_3
0.14
shar4_3
-0.14
art
0.13
amb1_3
0.13
match_es
0.13
concerts
0.13
sinc1_2
-0.12
amb3_3
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.41
dining
0.35
shopping
0.33
fun3_1
0.31
movies
0.30
music
0.30
imprelig
0.28
attr3_1
0.28
exercise
0.28
goal
0.28
sports
0.28
race
0.27
tvsports
0.27
amb3_1
0.26
MOST FREQUENT VALUES
8.0
1,402
16.9%
7.0
1,291
15.6%
6.0
1,138
13.7%
9.0
982
11.8%
5.0
919
11.1%
1.0
761
9.2%
3.0
717
8.6%
4.0
619
7.5%
2.0
342
4.1%
10.0
110
1.3%
0.0
18
0.2%
SMALLEST VALUES
0.0
18
0.2%
1.0
761
9.2%
2.0
342
4.1%
3.0
717
8.6%
4.0
619
7.5%
5.0
919
11.1%
6.0
1,138
13.7%
7.0
1,291
15.6%
8.0
1,402
16.9%
9.0
982
11.8%
10.0
110
1.3%
LARGEST VALUES
10.0
110
1.3%
9.0
982
11.8%
8.0
1,402
16.9%
7.0
1,291
15.6%
6.0
1,138
13.7%
5.0
919
11.1%
4.0
619
7.5%
3.0
717
8.6%
2.0
342
4.1%
1.0
761
9.2%
0.0
18
0.2%
reading
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
museums
0.33
intel1_2
0.24
art
0.24
intel7_3
0.24
theater
0.21
intel1_3
0.19
intel1_1
0.17
int_corr
0.16
attr1_2
-0.16
attr7_3
-0.16
intel4_2
-0.15
sinc7_3
0.15
expnum
-0.15
attr1_1
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dining
0.42
tvsports
0.42
sports
0.39
music
0.39
shopping
0.38
movies
0.37
tv
0.37
imprelig
0.37
mn_sat
0.36
exercise
0.36
go_out
0.36
goal
0.36
sinc3_1
0.36
date
0.34
MOST FREQUENT VALUES
9.0
2,000
24.1%
8.0
1,618
19.5%
10.0
1,378
16.6%
7.0
1,273
15.3%
6.0
768
9.3%
5.0
572
6.9%
3.0
246
3.0%
4.0
222
2.7%
2.0
161
1.9%
13.0
51
0.6%
1.0
10
0.1%
SMALLEST VALUES
1.0
10
0.1%
2.0
161
1.9%
3.0
246
3.0%
4.0
222
2.7%
5.0
572
6.9%
6.0
768
9.3%
7.0
1,273
15.3%
8.0
1,618
19.5%
9.0
2,000
24.1%
10.0
1,378
16.6%
13.0
51
0.6%
LARGEST VALUES
13.0
51
0.6%
10.0
1,378
16.6%
9.0
2,000
24.1%
8.0
1,618
19.5%
7.0
1,273
15.3%
6.0
768
9.3%
5.0
572
6.9%
4.0
222
2.7%
3.0
246
3.0%
2.0
161
1.9%
1.0
10
0.1%
tv
MISSING:
79
(<1%)
TOP CATEGORIES
6.0
1,381
17%
5.0
1,073
13%
7.0
1,023
12%
8.0
993
12%
1.0
858
10%
4.0
846
10%
2.0
651
8%
3.0
651
8%
9.0
464
6%
10.0
359
4%
ALL
8,299
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tv
PROVIDES INFORMATION ON...
mn_sat
0.20
amb7_2
0.13
shopping
0.11
attr5_3
0.11
num_in_3
0.11
movies
0.10
sinc5_3
0.10
you_call
0.09
fun5_3
0.08
numdat_3
0.08
tvsports
0.08
sports
0.08
intel5_3
0.08
amb5_3
0.08

THESE FEATURES
GIVE INFORMATION
ON tv:
mn_sat
0.18
shopping
0.11
movies
0.09
tvsports
0.08
sports
0.08
imprelig
0.07
amb3_1
0.06
exphappy
0.06
music
0.06
exercise
0.06
dining
0.06
fun3_1
0.06
sinc3_1
0.05
attr3_1
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tv
CORRELATION RATIO WITH...
age
0.48
theater
0.39
reading
0.37
imprace
0.37
museums
0.33
concerts
0.32
art
0.31
fun2_1
0.30
intel1_1
0.30
fun1_1
0.28
intel2_1
0.28
hiking
0.28
sinc1_1
0.26
gaming
0.26
theater
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
museums
0.55
art
0.53
concerts
0.41
yoga
0.26
attr1_1
-0.24
attr7_2
-0.23
reading
0.21
attr1_s
-0.21
attr1_2
-0.20
amb1_1
0.19
amb2_1
-0.19
sinc7_2
0.18
shar7_2
0.15
shar2_3
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
movies
0.58
dining
0.44
shopping
0.42
music
0.39
tv
0.39
sports
0.38
sinc3_1
0.37
mn_sat
0.35
fun3_1
0.33
amb3_1
0.33
attr3_1
0.32
tvsports
0.32
intel3_1
0.32
goal
0.31
MOST FREQUENT VALUES
7.0
1,618
19.5%
8.0
1,338
16.1%
9.0
1,197
14.4%
5.0
969
11.7%
6.0
950
11.4%
10.0
887
10.7%
4.0
534
6.4%
3.0
452
5.4%
2.0
189
2.3%
1.0
147
1.8%
0.0
18
0.2%
SMALLEST VALUES
0.0
18
0.2%
1.0
147
1.8%
2.0
189
2.3%
3.0
452
5.4%
4.0
534
6.4%
5.0
969
11.7%
6.0
950
11.4%
7.0
1,618
19.5%
8.0
1,338
16.1%
9.0
1,197
14.4%
10.0
887
10.7%
LARGEST VALUES
10.0
887
10.7%
9.0
1,197
14.4%
8.0
1,338
16.1%
7.0
1,618
19.5%
6.0
950
11.4%
5.0
969
11.7%
4.0
534
6.4%
3.0
452
5.4%
2.0
189
2.3%
1.0
147
1.8%
0.0
18
0.2%
movies
MISSING:
79
(<1%)
TOP CATEGORIES
8.0
2,021
24%
9.0
1,931
23%
7.0
1,528
18%
10.0
1,493
18%
6.0
603
7%
5.0
348
4%
4.0
181
2%
3.0
118
1%
2.0
58
<1%
0.0
18
<1%
ALL
8,299
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
movies
PROVIDES INFORMATION ON...
mn_sat
0.15
num_in_3
0.12
music
0.11
dining
0.09
amb7_2
0.09
tv
0.09
numdat_3
0.08
sinc3_1
0.08
fun5_3
0.08
intel3_1
0.08
shopping
0.08
attr3_1
0.07
fun3_1
0.07
sports
0.07

THESE FEATURES
GIVE INFORMATION
ON movies:
mn_sat
0.16
music
0.11
tv
0.10
shopping
0.09
dining
0.09
sports
0.08
sinc3_1
0.08
tvsports
0.07
imprelig
0.07
amb3_1
0.07
fun3_1
0.07
attr3_1
0.07
exphappy
0.07
intel3_1
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
movies
CORRELATION RATIO WITH...
theater
0.58
concerts
0.50
museums
0.47
art
0.44
age
0.40
reading
0.37
intel1_1
0.33
fun1_1
0.33
fun2_1
0.33
clubbing
0.30
sinc1_1
0.28
intel2_1
0.27
sinc2_1
0.25
amb1_1
0.25
concerts
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
theater
0.41
art
0.40
museums
0.38
yoga
0.26
attr4_3
0.20
expnum
0.20
attr2_3
0.19
hiking
0.18
fun2_3
0.16
sinc7_3
0.14
sinc7_2
0.14
fun7_2
-0.13
clubbing
0.13
fun4_3
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
music
0.70
movies
0.50
shopping
0.39
sinc3_1
0.38
dining
0.37
amb3_1
0.37
mn_sat
0.36
intel3_1
0.35
tvsports
0.34
fun3_1
0.34
attr3_1
0.34
goal
0.32
sports
0.32
tv
0.32
MOST FREQUENT VALUES
7.0
1,531
18.4%
8.0
1,450
17.5%
6.0
1,198
14.4%
9.0
1,158
14.0%
5.0
888
10.7%
10.0
859
10.4%
4.0
475
5.7%
3.0
419
5.0%
2.0
227
2.7%
1.0
76
0.9%
0.0
18
0.2%
SMALLEST VALUES
0.0
18
0.2%
1.0
76
0.9%
2.0
227
2.7%
3.0
419
5.0%
4.0
475
5.7%
5.0
888
10.7%
6.0
1,198
14.4%
7.0
1,531
18.4%
8.0
1,450
17.5%
9.0
1,158
14.0%
10.0
859
10.4%
LARGEST VALUES
10.0
859
10.4%
9.0
1,158
14.0%
8.0
1,450
17.5%
7.0
1,531
18.4%
6.0
1,198
14.4%
5.0
888
10.7%
4.0
475
5.7%
3.0
419
5.0%
2.0
227
2.7%
1.0
76
0.9%
0.0
18
0.2%
music
MISSING:
79
(<1%)
TOP CATEGORIES
10.0
1,789
22%
8.0
1,652
20%
9.0
1,633
20%
7.0
1,545
19%
6.0
744
9%
5.0
586
7%
4.0
220
3%
3.0
47
<1%
1.0
43
<1%
2.0
40
<1%
ALL
8,299
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
music
PROVIDES INFORMATION ON...
mn_sat
0.16
movies
0.11
attr3_1
0.09
sinc3_1
0.09
dining
0.09
sinc5_3
0.08
fun3_1
0.08
intel3_1
0.08
go_out
0.08
attr5_3
0.08
race
0.07
imprelig
0.07
shopping
0.07
numdat_3
0.07

THESE FEATURES
GIVE INFORMATION
ON music:
mn_sat
0.17
movies
0.11
dining
0.09
shopping
0.08
attr3_1
0.08
fun3_1
0.08
sinc3_1
0.08
sports
0.08
exercise
0.07
imprelig
0.07
tv
0.07
amb3_1
0.07
tvsports
0.06
intel3_1
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
music
CORRELATION RATIO WITH...
concerts
0.70
age
0.46
museums
0.43
art
0.41
theater
0.39
reading
0.39
intel1_1
0.32
fun2_1
0.30
fun1_1
0.30
clubbing
0.30
yoga
0.28
hiking
0.28
attr1_1
0.27
sinc1_1
0.26
shopping
MISSING:
79
(<1%)
TOP CATEGORIES
7.0
1,198
14%
5.0
1,135
14%
6.0
1,004
12%
2.0
936
11%
8.0
831
10%
9.0
796
10%
4.0
734
9%
3.0
599
7%
10.0
574
7%
1.0
492
6%
ALL
8,299
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
shopping
PROVIDES INFORMATION ON...
mn_sat
0.20
dining
0.13
tv
0.11
them_cal
0.10
amb3_1
0.10
gender
0.09
you_call
0.09
movies
0.09
fun5_3
0.09
amb7_2
0.09
num_in_3
0.09
fun3_1
0.08
goal
0.08
music
0.08

THESE FEATURES
GIVE INFORMATION
ON shopping:
mn_sat
0.18
tv
0.11
dining
0.11
amb3_1
0.08
movies
0.08
sports
0.07
music
0.07
fun3_1
0.07
imprelig
0.06
exphappy
0.06
exercise
0.06
amb3_2
0.06
attr3_1
0.06
attr5_1
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
shopping
CORRELATION RATIO WITH...
age
0.47
theater
0.42
museums
0.41
concerts
0.39
reading
0.38
art
0.37
clubbing
0.33
amb1_1
0.30
fun1_1
0.30
fun2_1
0.30
intel1_1
0.30
yoga
0.29
hiking
0.29
sinc1_1
0.28
yoga
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
art
0.30
concerts
0.26
museums
0.26
theater
0.26
amb2_3
-0.24
hiking
0.24
attr2_3
0.18
sinc2_3
-0.16
intel7_3
-0.15
attr1_s
-0.15
sinc7_2
0.14
positin1
-0.13
intel7_2
-0.13
shar7_3
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.37
shopping
0.29
dining
0.28
music
0.28
attr3_1
0.26
fun3_1
0.25
movies
0.25
fun3_2
0.24
amb3_1
0.24
tvsports
0.23
sports
0.23
gender
0.23
exercise
0.22
fun5_3
0.22
MOST FREQUENT VALUES
1.0
1,549
18.7%
2.0
1,212
14.6%
3.0
1,044
12.6%
7.0
848
10.2%
6.0
844
10.2%
5.0
819
9.9%
4.0
705
8.5%
8.0
505
6.1%
9.0
419
5.0%
10.0
318
3.8%
0.0
36
0.4%
SMALLEST VALUES
0.0
36
0.4%
1.0
1,549
18.7%
2.0
1,212
14.6%
3.0
1,044
12.6%
4.0
705
8.5%
5.0
819
9.9%
6.0
844
10.2%
7.0
848
10.2%
8.0
505
6.1%
9.0
419
5.0%
10.0
318
3.8%
LARGEST VALUES
10.0
318
3.8%
9.0
419
5.0%
8.0
505
6.1%
7.0
848
10.2%
6.0
844
10.2%
5.0
819
9.9%
4.0
705
8.5%
3.0
1,044
12.6%
2.0
1,212
14.6%
1.0
1,549
18.7%
0.0
36
0.4%
exphappy
MISSING:
101
(1%)
TOP CATEGORIES
5.0
2,033
25%
6.0
2,003
24%
7.0
1,475
18%
4.0
793
10%
3.0
706
9%
8.0
513
6%
2.0
297
4%
9.0
216
3%
10.0
125
2%
1.0
116
1%
ALL
8,277
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
exphappy
PROVIDES INFORMATION ON...
mn_sat
0.17
goal
0.09
amb5_3
0.08
attr3_1
0.08
attr5_3
0.08
sports
0.08
fun5_3
0.08
you_call
0.08
dining
0.08
num_in_3
0.07
imprelig
0.07
amb7_2
0.07
fun3_1
0.07
amb3_1
0.07

THESE FEATURES
GIVE INFORMATION
ON exphappy:
mn_sat
0.17
sports
0.09
exercise
0.08
imprelig
0.08
shopping
0.07
tvsports
0.07
dining
0.07
attr3_1
0.07
tv
0.07
amb3_1
0.07
satis_2
0.07
fun3_1
0.07
fun3_2
0.06
movies
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
exphappy
CORRELATION RATIO WITH...
age
0.56
concerts
0.31
reading
0.31
intel2_1
0.30
gaming
0.29
sinc2_1
0.29
museums
0.28
fun1_1
0.28
intel1_1
0.27
attr2_1
0.27
fun2_1
0.26
art
0.26
amb2_1
0.26
sinc1_1
0.25
expnum
MISSING:
6,578
(79%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
match_es
0.38
amb3_3
0.37
prob
0.35
clubbing
0.31
intel1_3
-0.27
attr1_1
0.25
round
-0.22
intel1_1
-0.22
fun1_3
0.21
concerts
0.20
shar1_1
-0.18
attr1_3
0.18
sinc1_1
-0.18
intel1_2
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_1
0.45
sinc5_1
0.45
intel5_1
0.45
fun5_1
0.45
amb5_1
0.45
attr5_2
0.39
sinc5_2
0.39
intel5_2
0.39
amb5_2
0.39
fun5_2
0.39
met
0.38
intel3_s
0.36
fun3_s
0.36
attr3_s
0.36
MOST FREQUENT VALUES
3.0
270
15.0%
2.0
260
14.4%
5.0
230
12.8%
4.0
205
11.4%
10.0
178
9.9%
1.0
124
6.9%
0.0
114
6.3%
6.0
91
5.1%
8.0
51
2.8%
20.0
50
2.8%
15.0
40
2.2%
9.0
39
2.2%
7.0
38
2.1%
12.0
36
2.0%
18.0
36
2.0%
SMALLEST VALUES
0.0
114
6.3%
1.0
124
6.9%
2.0
260
14.4%
3.0
270
15.0%
4.0
205
11.4%
5.0
230
12.8%
6.0
91
5.1%
7.0
38
2.1%
8.0
51
2.8%
9.0
39
2.2%
10.0
178
9.9%
12.0
36
2.0%
13.0
10
0.6%
14.0
18
1.0%
15.0
40
2.2%
LARGEST VALUES
20.0
50
2.8%
19.0
10
0.6%
18.0
36
2.0%
15.0
40
2.2%
14.0
18
1.0%
13.0
10
0.6%
12.0
36
2.0%
10.0
178
9.9%
9.0
39
2.2%
8.0
51
2.8%
7.0
38
2.1%
6.0
91
5.1%
5.0
230
12.8%
4.0
205
11.4%
3.0
270
15.0%
attr1_1
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr1_2
0.77
attr1_3
0.73
attr1_s
0.71
attr7_2
0.66
attr7_3
0.63
attr4_2
0.53
attr4_1
0.49
sinc7_2
-0.48
attr4_3
0.48
amb1_3
-0.48
amb1_1
-0.48
shar1_1
-0.45
sinc7_3
-0.45
sinc1_1
-0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
gender
0.35
mn_sat
0.32
date
0.31
sports
0.28
tvsports
0.27
music
0.27
sinc5_1
0.27
attr5_1
0.26
imprelig
0.25
tv
0.24
movies
0.23
dining
0.23
attr5_2
0.23
go_out
0.23
MOST FREQUENT VALUES
20.0
1,671
20.1%
15.0
868
10.5%
25.0
821
9.9%
10.0
807
9.7%
30.0
679
8.2%
40.0
360
4.3%
50.0
301
3.6%
35.0
212
2.6%
16.0
158
1.9%
15.38
136
1.6%
14.0
124
1.5%
16.67
88
1.1%
17.0
86
1.0%
19.0
79
1.0%
18.0
75
0.9%
SMALLEST VALUES
0.0
21
0.3%
2.0
9
0.1%
5.0
60
0.7%
6.67
19
0.2%
7.0
21
0.3%
7.5
20
0.2%
8.0
19
0.2%
8.33
16
0.2%
8.51
16
0.2%
9.0
18
0.2%
9.09
10
0.1%
9.52
30
0.4%
9.76
16
0.2%
10.0
807
9.7%
11.11
16
0.2%
LARGEST VALUES
100.0
10
0.1%
95.0
18
0.2%
90.0
9
0.1%
80.0
10
0.1%
75.0
38
0.5%
70.0
40
0.5%
60.0
57
0.7%
58.0
22
0.3%
55.0
16
0.2%
50.0
301
3.6%
45.0
28
0.3%
40.0
360
4.3%
35.0
212
2.6%
33.33
10
0.1%
31.58
20
0.2%
sinc1_1
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc1_3
0.69
sinc7_3
0.67
sinc1_2
0.63
sinc1_s
0.57
sinc7_2
0.53
attr7_3
-0.46
attr7_2
-0.44
attr1_1
-0.44
attr1_3
-0.40
attr1_2
-0.37
attr1_s
-0.36
attr4_2
-0.33
sinc4_3
0.31
sinc4_1
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc3_1
0.43
date
0.35
sinc3_2
0.34
amb3_1
0.32
go_out
0.32
fun3_1
0.32
attr3_1
0.32
mn_sat
0.31
intel3_1
0.31
dining
0.29
shopping
0.28
movies
0.28
race
0.27
exercise
0.26
MOST FREQUENT VALUES
20.0
2,269
27.3%
10.0
1,038
12.5%
15.0
976
11.8%
25.0
645
7.8%
30.0
341
4.1%
5.0
303
3.7%
18.0
280
3.4%
0.0
208
2.5%
16.0
155
1.9%
16.67
101
1.2%
40.0
76
0.9%
17.78
72
0.9%
19.23
70
0.8%
14.0
67
0.8%
17.0
67
0.8%
SMALLEST VALUES
0.0
208
2.5%
1.0
18
0.2%
2.0
19
0.2%
3.0
40
0.5%
5.0
303
3.7%
5.13
20
0.2%
7.0
45
0.5%
8.0
32
0.4%
10.0
1,038
12.5%
10.53
20
0.2%
10.87
16
0.2%
11.11
20
0.2%
12.0
19
0.2%
12.5
16
0.2%
13.0
14
0.2%
LARGEST VALUES
60.0
9
0.1%
47.0
14
0.2%
40.0
76
0.9%
35.0
59
0.7%
32.0
18
0.2%
30.0
341
4.1%
26.0
15
0.2%
25.0
645
7.8%
24.0
18
0.2%
23.81
30
0.4%
23.08
16
0.2%
23.0
16
0.2%
22.73
5
<0.1%
22.5
10
0.1%
22.0
34
0.4%
intel1_1
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel1_3
0.63
intel1_2
0.54
intel1_s
0.45
intel7_2
0.39
attr1_1
-0.35
intel7_3
0.33
sinc1_3
-0.23
intel4_1
0.22
expnum
-0.22
attr1_s
-0.21
amb2_3
-0.20
intel4_3
0.20
intel2_3
0.19
reading
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun3_1
0.36
tvsports
0.36
mn_sat
0.36
sports
0.35
movies
0.33
amb3_1
0.32
music
0.32
attr3_1
0.32
exercise
0.32
intel3_1
0.32
imprelig
0.31
sinc3_1
0.30
go_out
0.30
tv
0.30
MOST FREQUENT VALUES
20.0
2,715
32.7%
25.0
989
11.9%
30.0
649
7.8%
15.0
634
7.6%
10.0
610
7.4%
18.0
298
3.6%
35.0
135
1.6%
19.0
135
1.6%
16.0
130
1.6%
19.23
90
1.1%
5.0
89
1.1%
17.31
86
1.0%
0.0
83
1.0%
17.78
72
0.9%
16.67
71
0.9%
SMALLEST VALUES
0.0
83
1.0%
1.0
28
0.3%
2.0
9
0.1%
5.0
89
1.1%
8.0
22
0.3%
10.0
610
7.4%
11.11
10
0.1%
14.71
20
0.2%
15.0
634
7.6%
15.22
15
0.2%
15.38
20
0.2%
15.79
20
0.2%
16.0
130
1.6%
16.33
26
0.3%
16.67
71
0.9%
LARGEST VALUES
50.0
48
0.6%
45.0
31
0.4%
42.86
14
0.2%
40.0
69
0.8%
35.0
135
1.6%
30.0
649
7.8%
28.0
62
0.7%
27.27
10
0.1%
27.0
18
0.2%
25.0
989
11.9%
24.79
20
0.2%
23.81
40
0.5%
23.26
30
0.4%
23.08
20
0.2%
23.0
34
0.4%
fun1_1
MISSING:
89
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun1_2
0.48
fun1_3
0.45
fun1_s
0.44
fun7_3
0.31
fun2_1
0.29
fun4_1
0.28
fun7_2
0.26
fun4_2
0.22
amb4_3
-0.20
shar1_1
-0.20
shar7_2
-0.19
attr1_1
-0.18
attr2_1
-0.18
sinc7_3
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun3_1
0.36
movies
0.33
tvsports
0.32
goal
0.32
dining
0.32
go_out
0.31
sinc3_1
0.31
amb3_1
0.31
music
0.30
sports
0.30
shopping
0.30
attr3_1
0.30
intel3_1
0.29
imprelig
0.29
MOST FREQUENT VALUES
20.0
2,237
27.0%
15.0
1,213
14.6%
10.0
1,179
14.2%
25.0
568
6.9%
30.0
296
3.6%
5.0
246
3.0%
18.0
214
2.6%
16.0
196
2.4%
17.0
133
1.6%
19.23
130
1.6%
16.67
101
1.2%
12.0
88
1.1%
18.18
88
1.1%
16.98
76
0.9%
17.39
71
0.9%
SMALLEST VALUES
0.0
32
0.4%
1.0
18
0.2%
2.0
9
0.1%
3.0
18
0.2%
5.0
246
3.0%
8.0
41
0.5%
9.52
14
0.2%
10.0
1,179
14.2%
11.11
10
0.1%
12.0
88
1.1%
12.5
20
0.2%
12.77
20
0.2%
12.82
20
0.2%
13.0
22
0.3%
13.51
20
0.2%
LARGEST VALUES
50.0
20
0.2%
45.0
10
0.1%
40.0
40
0.5%
35.0
29
0.3%
30.0
296
3.6%
27.78
16
0.2%
27.0
20
0.2%
25.0
568
6.9%
24.0
18
0.2%
23.81
20
0.2%
23.26
20
0.2%
23.0
54
0.7%
22.5
30
0.4%
22.0
66
0.8%
21.43
16
0.2%
amb1_1
MISSING:
99
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb1_3
0.68
amb1_2
0.65
amb1_s
0.60
attr1_1
-0.48
attr4_3
-0.47
amb7_3
0.45
attr7_2
-0.45
attr4_2
-0.44
attr4_1
-0.43
attr1_3
-0.40
attr1_2
-0.39
attr1_s
-0.35
amb3_3
0.33
attr7_3
-0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb3_1
0.39
gender
0.34
mn_sat
0.32
shopping
0.30
amb3_2
0.30
amb3_s
0.28
go_out
0.27
movies
0.25
imprelig
0.24
dining
0.24
exphappy
0.24
sinc5_1
0.24
tv
0.24
fun3_1
0.24
MOST FREQUENT VALUES
10.0
2,009
24.3%
15.0
1,182
14.3%
5.0
1,159
14.0%
0.0
825
10.0%
20.0
515
6.2%
16.0
169
2.0%
18.0
147
1.8%
14.0
136
1.6%
8.0
117
1.4%
12.0
93
1.1%
16.67
82
1.0%
3.0
76
0.9%
2.0
63
0.8%
17.0
61
0.7%
7.0
59
0.7%
SMALLEST VALUES
0.0
825
10.0%
1.0
46
0.6%
2.0
63
0.8%
2.33
20
0.2%
2.38
20
0.2%
2.56
16
0.2%
2.78
16
0.2%
3.0
76
0.9%
4.0
21
0.3%
4.76
20
0.2%
5.0
1,159
14.0%
5.98
20
0.2%
6.0
46
0.6%
6.25
5
<0.1%
6.38
20
0.2%
LARGEST VALUES
53.0
10
0.1%
30.0
18
0.2%
25.0
37
0.4%
20.59
20
0.2%
20.41
10
0.1%
20.0
515
6.2%
19.57
16
0.2%
19.51
16
0.2%
19.23
40
0.5%
19.15
16
0.2%
19.05
16
0.2%
19.0
9
0.1%
18.87
36
0.4%
18.75
16
0.2%
18.37
36
0.4%
shar1_1
MISSING:
121
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar1_2
0.56
shar1_3
0.51
shar1_s
0.50
attr1_1
-0.45
shar2_1
0.44
attr1_2
-0.43
shar2_2
0.41
attr1_3
-0.39
attr7_2
-0.36
attr7_3
-0.33
attr1_s
-0.32
shar2_3
0.32
shar7_2
0.32
attr4_2
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.33
attr3_1
0.25
imprelig
0.25
exphappy
0.24
fun3_1
0.24
shopping
0.24
tv
0.23
goal
0.23
race
0.23
attr3_2
0.23
movies
0.23
tvsports
0.22
amb3_1
0.22
dining
0.22
MOST FREQUENT VALUES
10.0
2,003
24.3%
15.0
1,065
12.9%
20.0
976
11.8%
5.0
953
11.5%
0.0
713
8.6%
16.0
152
1.8%
18.0
148
1.8%
12.0
113
1.4%
14.0
110
1.3%
8.0
91
1.1%
25.0
87
1.1%
30.0
86
1.0%
13.0
60
0.7%
22.0
59
0.7%
12.5
55
0.7%
SMALLEST VALUES
0.0
713
8.6%
1.0
55
0.7%
2.0
19
0.2%
2.27
10
0.1%
2.38
20
0.2%
2.78
16
0.2%
3.0
22
0.3%
4.0
22
0.3%
5.0
953
11.5%
6.0
18
0.2%
6.12
16
0.2%
6.67
16
0.2%
7.0
15
0.2%
7.5
10
0.1%
7.62
14
0.2%
LARGEST VALUES
30.0
86
1.0%
25.0
87
1.1%
23.81
20
0.2%
22.22
10
0.1%
22.0
59
0.7%
21.28
20
0.2%
21.0
9
0.1%
20.59
20
0.2%
20.51
20
0.2%
20.0
976
11.8%
19.57
21
0.3%
19.23
20
0.2%
19.15
5
<0.1%
19.0
7
<0.1%
18.92
20
0.2%
attr4_1
MISSING:
1,889
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr4_3
0.82
attr4_2
0.78
attr2_3
0.63
amb1_3
-0.62
iid
0.53
attr2_2
0.53
attr1_3
0.51
pid
0.51
attr1_2
0.51
wave
0.51
attr2_1
0.50
attr1_1
0.49
attr7_3
0.47
amb1_s
-0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun5_1
0.77
attr5_1
0.77
sinc5_1
0.77
amb5_1
0.77
intel5_1
0.77
sinc5_2
0.68
intel5_2
0.68
fun5_2
0.68
attr5_2
0.68
amb5_2
0.67
mn_sat
0.52
met
0.47
fun5_3
0.42
attr5_3
0.42
MOST FREQUENT VALUES
30.0
1,062
16.4%
20.0
842
13.0%
25.0
656
10.1%
50.0
611
9.4%
10.0
559
8.6%
40.0
489
7.5%
9.0
480
7.4%
8.0
433
6.7%
15.0
310
4.8%
35.0
212
3.3%
7.0
158
2.4%
60.0
116
1.8%
45.0
57
0.9%
6.0
55
0.8%
18.0
42
0.6%
SMALLEST VALUES
5.0
30
0.5%
6.0
55
0.8%
7.0
158
2.4%
8.0
433
6.7%
9.0
480
7.4%
10.0
559
8.6%
15.0
310
4.8%
16.0
19
0.3%
17.0
21
0.3%
18.0
42
0.6%
19.0
29
0.4%
20.0
842
13.0%
22.0
14
0.2%
23.0
20
0.3%
24.0
14
0.2%
LARGEST VALUES
95.0
18
0.3%
90.0
22
0.3%
85.0
20
0.3%
80.0
19
0.3%
75.0
41
0.6%
70.0
21
0.3%
65.0
20
0.3%
60.0
116
1.8%
55.0
28
0.4%
50.0
611
9.4%
45.0
57
0.9%
40.0
489
7.5%
37.0
21
0.3%
35.0
212
3.3%
30.0
1,062
16.4%
sinc4_1
MISSING:
1,889
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc4_3
0.55
sinc4_2
0.53
intel4_2
0.44
intel4_1
0.38
shar4_3
0.31
sinc2_3
0.30
intel4_3
0.30
fun4_3
0.30
sinc1_1
0.29
attr7_2
-0.29
shar2_3
0.28
shar4_2
0.27
amb4_2
0.26
sinc2_1
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_1
0.61
attr5_1
0.61
fun5_1
0.61
amb5_1
0.61
intel5_1
0.61
sinc5_2
0.54
fun5_2
0.53
amb5_2
0.52
intel5_2
0.52
attr5_2
0.52
mn_sat
0.47
met
0.43
fun3_s
0.28
amb7_2
0.28
MOST FREQUENT VALUES
10.0
1,696
26.1%
20.0
868
13.4%
5.0
844
13.0%
15.0
730
11.2%
0.0
363
5.6%
7.0
358
5.5%
8.0
347
5.3%
9.0
249
3.8%
6.0
215
3.3%
30.0
169
2.6%
3.0
103
1.6%
25.0
97
1.5%
13.0
95
1.5%
4.0
86
1.3%
16.0
72
1.1%
SMALLEST VALUES
0.0
363
5.6%
1.0
18
0.3%
2.0
24
0.4%
3.0
103
1.6%
4.0
86
1.3%
5.0
844
13.0%
6.0
215
3.3%
7.0
358
5.5%
8.0
347
5.3%
9.0
249
3.8%
10.0
1,696
26.1%
12.0
28
0.4%
13.0
95
1.5%
14.0
15
0.2%
15.0
730
11.2%
LARGEST VALUES
35.0
23
0.4%
30.0
169
2.6%
25.0
97
1.5%
22.0
9
0.1%
20.0
868
13.4%
19.0
6
<0.1%
18.0
18
0.3%
17.0
56
0.9%
16.0
72
1.1%
15.0
730
11.2%
14.0
15
0.2%
13.0
95
1.5%
12.0
28
0.4%
10.0
1,696
26.1%
9.0
249
3.8%
intel4_1
MISSING:
1,889
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel4_3
0.60
intel4_2
0.51
intel2_3
0.48
sinc4_3
0.45
sinc4_1
0.38
sinc2_3
0.38
shar4_3
0.34
sinc4_2
0.33
fun4_3
0.31
pid
0.30
amb4_1
0.30
iid
0.29
amb4_2
0.29
wave
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_1
0.71
intel5_1
0.71
fun5_1
0.71
sinc5_1
0.71
amb5_1
0.70
sinc5_2
0.61
fun5_2
0.61
attr5_2
0.60
amb5_2
0.60
intel5_2
0.60
mn_sat
0.50
met
0.48
fun5_3
0.33
sinc5_3
0.32
MOST FREQUENT VALUES
10.0
1,536
23.7%
20.0
1,064
16.4%
15.0
997
15.4%
5.0
438
6.7%
7.0
415
6.4%
8.0
388
6.0%
6.0
292
4.5%
30.0
244
3.8%
25.0
186
2.9%
9.0
181
2.8%
0.0
125
1.9%
4.0
101
1.6%
16.0
95
1.5%
14.0
86
1.3%
18.0
76
1.2%
SMALLEST VALUES
0.0
125
1.9%
1.0
49
0.8%
2.0
60
0.9%
3.0
20
0.3%
4.0
101
1.6%
5.0
438
6.7%
6.0
292
4.5%
7.0
415
6.4%
8.0
388
6.0%
9.0
181
2.8%
10.0
1,536
23.7%
11.0
42
0.6%
12.0
30
0.5%
13.0
20
0.3%
14.0
86
1.3%
LARGEST VALUES
35.0
14
0.2%
30.0
244
3.8%
25.0
186
2.9%
22.0
9
0.1%
20.0
1,064
16.4%
18.0
76
1.2%
17.0
21
0.3%
16.0
95
1.5%
15.0
997
15.4%
14.0
86
1.3%
13.0
20
0.3%
12.0
30
0.5%
11.0
42
0.6%
10.0
1,536
23.7%
9.0
181
2.8%
fun4_1
MISSING:
1,889
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun4_2
0.68
fun4_3
0.66
fun2_3
0.44
iid
0.42
pid
0.41
wave
0.41
intel2_3
0.38
intel4_3
0.37
attr2_3
0.36
attr4_3
0.35
fun2_1
0.35
attr4_2
0.32
amb1_3
-0.32
sinc4_3
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_1
0.77
attr5_1
0.77
intel5_1
0.77
amb5_1
0.76
fun5_1
0.76
fun5_2
0.68
attr5_2
0.68
intel5_2
0.68
amb5_2
0.68
sinc5_2
0.67
mn_sat
0.54
met
0.51
attr5_3
0.37
sinc5_3
0.36
MOST FREQUENT VALUES
20.0
1,819
28.0%
10.0
1,142
17.6%
15.0
808
12.5%
8.0
459
7.1%
30.0
458
7.1%
9.0
394
6.1%
25.0
388
6.0%
7.0
311
4.8%
5.0
252
3.9%
18.0
83
1.3%
6.0
70
1.1%
17.0
64
1.0%
19.0
41
0.6%
0.0
41
0.6%
16.0
29
0.4%
SMALLEST VALUES
0.0
41
0.6%
1.0
18
0.3%
4.0
20
0.3%
5.0
252
3.9%
6.0
70
1.1%
7.0
311
4.8%
8.0
459
7.1%
9.0
394
6.1%
10.0
1,142
17.6%
13.0
18
0.3%
15.0
808
12.5%
16.0
29
0.4%
17.0
64
1.0%
18.0
83
1.3%
19.0
41
0.6%
LARGEST VALUES
45.0
14
0.2%
40.0
25
0.4%
30.0
458
7.1%
25.0
388
6.0%
23.0
21
0.3%
22.0
14
0.2%
20.0
1,819
28.0%
19.0
41
0.6%
18.0
83
1.3%
17.0
64
1.0%
16.0
29
0.4%
15.0
808
12.5%
13.0
18
0.3%
10.0
1,142
17.6%
9.0
394
6.1%
amb4_1
MISSING:
1,889
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb4_3
0.61
amb4_2
0.49
sinc7_2
0.45
fun2_3
0.37
intel4_2
0.32
intel4_1
0.30
sinc4_3
0.26
attr7_2
-0.24
shar1_3
0.23
sinc4_2
0.23
attr2_3
0.23
shar7_3
0.23
sinc4_1
0.22
attr7_3
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.58
amb5_1
0.55
intel5_1
0.55
fun5_1
0.54
sinc5_1
0.53
attr5_1
0.53
sinc5_2
0.44
fun5_2
0.42
amb5_2
0.42
intel5_2
0.42
attr5_2
0.40
met
0.37
amb7_2
0.28
attr3_s
0.24
MOST FREQUENT VALUES
10.0
1,663
25.6%
5.0
1,004
15.5%
15.0
748
11.5%
0.0
563
8.7%
20.0
466
7.2%
7.0
294
4.5%
8.0
282
4.3%
6.0
253
3.9%
9.0
207
3.2%
3.0
128
2.0%
1.0
122
1.9%
25.0
108
1.7%
2.0
103
1.6%
4.0
94
1.4%
30.0
84
1.3%
SMALLEST VALUES
0.0
563
8.7%
1.0
122
1.9%
2.0
103
1.6%
3.0
128
2.0%
4.0
94
1.4%
5.0
1,004
15.5%
6.0
253
3.9%
7.0
294
4.5%
8.0
282
4.3%
9.0
207
3.2%
10.0
1,663
25.6%
11.0
23
0.4%
12.0
29
0.4%
13.0
77
1.2%
14.0
20
0.3%
LARGEST VALUES
50.0
34
0.5%
33.0
21
0.3%
30.0
84
1.3%
27.0
20
0.3%
25.0
108
1.7%
20.0
466
7.2%
18.0
40
0.6%
17.0
39
0.6%
16.0
67
1.0%
15.0
748
11.5%
14.0
20
0.3%
13.0
77
1.2%
12.0
29
0.4%
11.0
23
0.4%
10.0
1,663
25.6%
shar4_1
MISSING:
1,911
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar4_2
0.50
shar4_3
0.43
fun4_3
0.38
fun2_3
0.34
sinc4_3
0.29
shar2_3
0.28
shar2_1
0.27
shar2_2
0.27
intel4_3
0.26
sinc2_3
0.25
intel4_2
0.25
shar7_2
0.25
pid
0.24
amb4_2
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun5_1
0.65
amb5_1
0.64
attr5_1
0.64
sinc5_1
0.64
intel5_1
0.63
amb5_2
0.56
fun5_2
0.56
attr5_2
0.56
intel5_2
0.55
sinc5_2
0.55
mn_sat
0.51
met
0.46
fun5_3
0.36
attr5_3
0.36
MOST FREQUENT VALUES
10.0
1,825
28.2%
15.0
853
13.2%
20.0
796
12.3%
5.0
765
11.8%
8.0
353
5.5%
7.0
338
5.2%
9.0
286
4.4%
0.0
271
4.2%
6.0
199
3.1%
4.0
116
1.8%
25.0
112
1.7%
16.0
91
1.4%
12.0
69
1.1%
18.0
54
0.8%
30.0
53
0.8%
SMALLEST VALUES
0.0
271
4.2%
1.0
48
0.7%
2.0
36
0.6%
3.0
30
0.5%
4.0
116
1.8%
5.0
765
11.8%
6.0
199
3.1%
7.0
338
5.2%
8.0
353
5.5%
9.0
286
4.4%
10.0
1,825
28.2%
11.0
21
0.3%
12.0
69
1.1%
13.0
14
0.2%
14.0
50
0.8%
LARGEST VALUES
40.0
18
0.3%
30.0
53
0.8%
25.0
112
1.7%
24.0
21
0.3%
20.0
796
12.3%
19.0
6
<0.1%
18.0
54
0.8%
17.0
42
0.6%
16.0
91
1.4%
15.0
853
13.2%
14.0
50
0.8%
13.0
14
0.2%
12.0
69
1.1%
11.0
21
0.3%
10.0
1,825
28.2%
attr2_1
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr2_2
0.74
attr2_3
0.66
sinc2_1
-0.63
intel2_1
-0.58
amb2_1
-0.53
intel2_2
-0.53
sinc2_2
-0.52
attr4_1
0.50
attr4_3
0.50
attr4_2
0.47
shar2_1
-0.46
amb2_2
-0.43
attr1_s
0.39
attr1_2
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.41
gender
0.31
shopping
0.27
exphappy
0.27
music
0.26
sinc5_1
0.26
sports
0.25
tvsports
0.25
attr5_1
0.25
exercise
0.24
fun5_1
0.24
imprelig
0.24
intel5_1
0.23
intel5_2
0.23
MOST FREQUENT VALUES
20.0
1,313
15.8%
30.0
1,260
15.2%
25.0
895
10.8%
50.0
745
9.0%
40.0
639
7.7%
15.0
377
4.5%
60.0
273
3.3%
35.0
268
3.2%
10.0
249
3.0%
18.0
127
1.5%
80.0
108
1.3%
16.67
82
1.0%
70.0
80
1.0%
45.0
71
0.9%
23.81
52
0.6%
SMALLEST VALUES
0.0
15
0.2%
9.09
26
0.3%
10.0
249
3.0%
11.63
20
0.2%
12.24
20
0.2%
12.77
10
0.1%
13.0
29
0.3%
13.04
16
0.2%
13.64
16
0.2%
14.0
45
0.5%
14.29
42
0.5%
14.55
16
0.2%
14.58
36
0.4%
14.81
16
0.2%
14.89
5
<0.1%
LARGEST VALUES
100.0
19
0.2%
95.0
50
0.6%
90.0
31
0.4%
80.0
108
1.3%
75.0
28
0.3%
70.0
80
1.0%
68.0
21
0.3%
65.0
28
0.3%
60.0
273
3.3%
55.0
38
0.5%
50.0
745
9.0%
45.0
71
0.9%
40.0
639
7.7%
39.0
21
0.3%
35.0
268
3.2%
sinc2_1
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr2_1
-0.63
attr2_3
-0.50
sinc2_2
0.48
attr2_2
-0.44
attr4_3
-0.38
attr4_1
-0.36
attr4_2
-0.34
fun2_3
-0.33
attr7_3
-0.28
attr7_2
-0.27
intel2_2
0.27
sinc2_3
0.26
sinc4_1
0.25
attr1_s
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.36
exphappy
0.29
gender
0.28
tvsports
0.28
intel3_1
0.27
music
0.26
imprelig
0.25
movies
0.25
attr3_1
0.25
race
0.25
tv
0.25
sports
0.24
exercise
0.23
shopping
0.22
MOST FREQUENT VALUES
10.0
1,848
22.3%
20.0
1,196
14.4%
15.0
1,148
13.8%
5.0
1,063
12.8%
0.0
430
5.2%
25.0
329
4.0%
30.0
176
2.1%
16.67
123
1.5%
18.0
99
1.2%
1.0
96
1.2%
16.0
96
1.2%
19.57
92
1.1%
12.0
83
1.0%
18.18
62
0.7%
14.29
62
0.7%
SMALLEST VALUES
0.0
430
5.2%
1.0
96
1.2%
2.0
37
0.4%
3.0
49
0.6%
5.0
1,063
12.8%
6.0
7
<0.1%
6.9
20
0.2%
7.0
18
0.2%
7.14
5
<0.1%
8.0
28
0.3%
8.57
16
0.2%
9.38
20
0.2%
10.0
1,848
22.3%
10.26
20
0.2%
11.0
9
0.1%
LARGEST VALUES
50.0
10
0.1%
40.0
10
0.1%
30.0
176
2.1%
28.0
18
0.2%
25.0
329
4.0%
23.26
20
0.2%
22.22
20
0.2%
21.43
20
0.2%
21.05
10
0.1%
21.0
31
0.4%
20.83
20
0.2%
20.45
26
0.3%
20.41
36
0.4%
20.0
1,196
14.4%
19.61
25
0.3%
intel2_1
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr2_1
-0.58
intel2_2
0.56
attr2_2
-0.39
attr2_3
-0.38
sinc2_2
0.38
intel2_3
0.37
attr4_3
-0.28
amb2_1
0.26
intel7_3
0.25
sinc2_1
0.24
intel1_s
0.21
intel4_3
0.21
attr4_1
-0.21
fun2_2
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.38
gender
0.30
exphappy
0.30
tvsports
0.28
sports
0.28
tv
0.28
imprelig
0.27
amb3_1
0.27
movies
0.27
attr3_1
0.27
intel3_1
0.26
shopping
0.26
fun3_1
0.26
go_out
0.26
MOST FREQUENT VALUES
10.0
2,176
26.2%
20.0
1,482
17.9%
15.0
1,194
14.4%
5.0
455
5.5%
25.0
326
3.9%
0.0
254
3.1%
30.0
188
2.3%
16.0
128
1.5%
16.67
128
1.5%
18.0
116
1.4%
15.22
96
1.2%
14.0
82
1.0%
18.18
72
0.9%
17.0
69
0.8%
19.57
64
0.8%
SMALLEST VALUES
0.0
254
3.1%
1.0
43
0.5%
2.0
28
0.3%
4.0
14
0.2%
5.0
455
5.5%
6.0
7
<0.1%
7.0
25
0.3%
7.14
20
0.2%
8.0
50
0.6%
9.0
21
0.3%
9.38
40
0.5%
9.52
20
0.2%
10.0
2,176
26.2%
10.53
20
0.2%
11.0
30
0.4%
LARGEST VALUES
40.0
31
0.4%
30.0
188
2.3%
25.0
326
3.9%
24.0
18
0.2%
23.0
21
0.3%
22.0
21
0.3%
21.05
10
0.1%
20.51
20
0.2%
20.45
16
0.2%
20.41
20
0.2%
20.0
1,482
17.9%
19.61
20
0.2%
19.57
64
0.8%
19.51
20
0.2%
19.15
10
0.1%
fun2_1
MISSING:
79
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun2_2
0.50
fun4_1
0.35
fun2_3
0.33
fun1_1
0.29
attr2_1
-0.24
fun4_2
0.22
amb2_1
-0.20
fun7_3
0.19
fun1_2
0.19
attr1_1
-0.19
amb2_3
-0.19
fun1_3
0.18
fun1_s
0.18
shar7_2
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.39
tvsports
0.34
attr3_1
0.33
movies
0.33
amb3_1
0.32
sports
0.32
imprelig
0.31
dining
0.31
music
0.30
tv
0.30
goal
0.30
shopping
0.30
intel3_1
0.29
fun3_1
0.29
MOST FREQUENT VALUES
20.0
2,364
28.5%
15.0
1,185
14.3%
10.0
1,062
12.8%
25.0
755
9.1%
30.0
661
8.0%
18.0
168
2.0%
5.0
163
2.0%
16.67
118
1.4%
0.0
83
1.0%
18.18
80
1.0%
17.39
72
0.9%
19.57
68
0.8%
23.0
63
0.8%
17.0
63
0.8%
14.0
59
0.7%
SMALLEST VALUES
0.0
83
1.0%
1.0
34
0.4%
3.0
18
0.2%
4.0
24
0.3%
5.0
163
2.0%
8.0
54
0.7%
10.0
1,062
12.8%
11.9
20
0.2%
12.0
10
0.1%
13.64
16
0.2%
13.89
20
0.2%
14.0
59
0.7%
14.71
16
0.2%
15.0
1,185
14.3%
15.22
16
0.2%
LARGEST VALUES
50.0
14
0.2%
44.0
10
0.1%
40.0
31
0.4%
35.0
14
0.2%
33.0
20
0.2%
31.25
20
0.2%
30.0
661
8.0%
27.0
10
0.1%
26.32
10
0.1%
25.0
755
9.1%
24.32
16
0.2%
24.0
18
0.2%
23.81
37
0.4%
23.68
10
0.1%
23.26
10
0.1%
amb2_1
MISSING:
89
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb2_2
0.65
amb2_3
0.54
attr2_1
-0.53
attr2_2
-0.37
fun2_3
-0.32
attr2_3
-0.32
intel2_2
0.26
intel2_1
0.26
intel4_2
-0.24
sinc4_2
-0.23
fun2_2
-0.23
sinc4_3
-0.22
pf_o_att
-0.21
pf_o_amb
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.44
gender
0.36
attr5_3
0.27
dining
0.26
attr3_s
0.26
exphappy
0.26
go_out
0.24
sinc3_1
0.24
exercise
0.24
music
0.24
shopping
0.24
movies
0.23
amb3_1
0.23
tvsports
0.22
MOST FREQUENT VALUES
10.0
2,264
27.3%
5.0
1,236
14.9%
15.0
936
11.3%
20.0
712
8.6%
0.0
609
7.3%
25.0
214
2.6%
30.0
166
2.0%
14.29
124
1.5%
13.0
119
1.4%
16.0
113
1.4%
14.0
109
1.3%
16.67
98
1.2%
1.0
82
1.0%
17.39
68
0.8%
2.0
63
0.8%
SMALLEST VALUES
0.0
609
7.3%
1.0
82
1.0%
2.0
63
0.8%
2.78
20
0.2%
3.0
18
0.2%
3.13
20
0.2%
4.35
20
0.2%
5.0
1,236
14.9%
6.0
18
0.2%
7.0
31
0.4%
8.0
32
0.4%
8.11
16
0.2%
8.57
20
0.2%
8.7
16
0.2%
8.89
16
0.2%
LARGEST VALUES
50.0
21
0.3%
35.0
6
<0.1%
30.0
166
2.0%
25.0
214
2.6%
24.14
20
0.2%
23.0
21
0.3%
21.74
20
0.2%
21.43
5
<0.1%
21.05
10
0.1%
20.45
30
0.4%
20.0
712
8.6%
19.57
16
0.2%
19.05
50
0.6%
18.87
10
0.1%
18.75
5
<0.1%
shar2_1
MISSING:
89
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar2_2
0.55
attr2_1
-0.46
shar1_s
0.44
shar1_1
0.44
shar1_2
0.42
attr1_s
-0.40
attr1_2
-0.39
attr2_2
-0.39
attr4_1
-0.37
shar2_3
0.36
attr4_2
-0.35
attr1_1
-0.34
shar1_3
0.30
shar7_3
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.36
shopping
0.26
go_out
0.24
exercise
0.24
exphappy
0.23
dining
0.23
sinc3_1
0.23
movies
0.23
sinc3_3
0.23
intel3_1
0.23
race
0.23
attr3_s
0.22
imprelig
0.22
music
0.22
MOST FREQUENT VALUES
10.0
2,475
29.9%
5.0
1,037
12.5%
15.0
942
11.4%
20.0
899
10.8%
0.0
553
6.7%
25.0
179
2.2%
18.0
126
1.5%
16.67
118
1.4%
16.0
92
1.1%
14.29
91
1.1%
30.0
83
1.0%
1.0
73
0.9%
16.28
66
0.8%
12.5
61
0.7%
13.04
56
0.7%
SMALLEST VALUES
0.0
553
6.7%
1.0
73
0.9%
2.0
22
0.3%
2.63
10
0.1%
3.0
24
0.3%
4.0
22
0.3%
5.0
1,037
12.5%
6.0
49
0.6%
6.9
20
0.2%
7.0
44
0.5%
7.89
10
0.1%
8.0
18
0.2%
8.57
16
0.2%
9.52
5
<0.1%
10.0
2,475
29.9%
LARGEST VALUES
30.0
83
1.0%
25.0
179
2.2%
23.0
14
0.2%
22.22
20
0.2%
20.0
899
10.8%
19.51
26
0.3%
19.23
20
0.2%
19.15
5
<0.1%
19.05
36
0.4%
18.92
5
<0.1%
18.6
20
0.2%
18.18
47
0.6%
18.0
126
1.5%
17.95
25
0.3%
17.86
16
0.2%
attr3_1
MISSING:
105
(1%)
TOP CATEGORIES
7.0
2,914
35%
8.0
2,217
27%
6.0
1,100
13%
9.0
729
9%
5.0
642
8%
10.0
268
3%
4.0
238
3%
3.0
145
2%
2.0
20
<1%
ALL
8,273
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
attr3_1
PROVIDES INFORMATION ON...
attr3_2
0.28
attr5_1
0.27
attr3_s
0.19
attr3_3
0.19
attr5_2
0.16
fun3_1
0.15
attr5_3
0.14
intel3_1
0.14
mn_sat
0.13
amb3_1
0.10
sinc3_1
0.09
dining
0.09
go_out
0.09
fun3_3
0.08

THESE FEATURES
GIVE INFORMATION
ON attr3_1:
attr3_2
0.30
attr5_1
0.26
attr3_s
0.17
attr3_3
0.16
mn_sat
0.15
fun3_1
0.15
attr5_2
0.14
intel3_1
0.12
amb3_1
0.11
dining
0.10
fun3_2
0.09
tvsports
0.09
exercise
0.09
sinc3_1
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr3_1
CORRELATION RATIO WITH...
age
0.39
museums
0.35
concerts
0.34
art
0.33
fun2_1
0.33
theater
0.32
intel1_1
0.32
sinc1_1
0.32
reading
0.30
fun1_1
0.30
clubbing
0.28
intel2_1
0.27
yoga
0.26
shar1_1
0.25
sinc3_1
MISSING:
105
(1%)
TOP CATEGORIES
9.0
2,393
29%
8.0
2,221
27%
10.0
1,691
20%
7.0
1,159
14%
6.0
501
6%
5.0
154
2%
4.0
94
1%
2.0
36
<1%
3.0
24
<1%
ALL
8,273
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sinc3_1
PROVIDES INFORMATION ON...
sinc3_2
0.18
sinc5_1
0.14
mn_sat
0.13
sinc3_3
0.13
intel3_1
0.12
fun3_1
0.10
attr3_1
0.09
amb3_1
0.08
sinc5_2
0.08
music
0.08
movies
0.08
sinc5_3
0.07
dining
0.07
imprelig
0.07

THESE FEATURES
GIVE INFORMATION
ON sinc3_1:
sinc3_2
0.20
mn_sat
0.16
sinc5_1
0.15
sinc3_3
0.12
fun3_1
0.11
intel3_1
0.10
amb3_1
0.10
attr3_1
0.09
music
0.09
imprelig
0.08
movies
0.08
dining
0.08
sports
0.08
shopping
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc3_1
CORRELATION RATIO WITH...
sinc1_1
0.43
age
0.39
concerts
0.38
theater
0.37
museums
0.36
reading
0.36
art
0.32
fun1_1
0.31
intel1_1
0.30
fun2_1
0.29
intel2_1
0.25
hiking
0.25
clubbing
0.25
attr1_3
0.25
fun3_1
MISSING:
105
(1%)
TOP CATEGORIES
8.0
2,274
27%
9.0
1,789
22%
7.0
1,698
21%
6.0
957
12%
10.0
912
11%
5.0
363
4%
3.0
115
1%
4.0
104
1%
2.0
61
<1%
ALL
8,273
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
fun3_1
PROVIDES INFORMATION ON...
fun3_2
0.25
fun5_1
0.19
fun3_3
0.18
fun3_s
0.17
attr3_1
0.15
mn_sat
0.14
amb3_1
0.13
intel3_1
0.12
fun5_2
0.12
fun5_3
0.12
sinc3_1
0.11
go_out
0.10
dining
0.09
attr3_2
0.09

THESE FEATURES
GIVE INFORMATION
ON fun3_1:
fun3_2
0.26
fun5_1
0.19
fun3_3
0.15
mn_sat
0.15
attr3_1
0.15
fun3_s
0.14
amb3_1
0.14
fun5_2
0.10
intel3_1
0.10
sinc3_1
0.10
dining
0.10
attr3_2
0.09
tvsports
0.09
shopping
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun3_1
CORRELATION RATIO WITH...
age
0.40
museums
0.37
fun1_1
0.36
intel1_1
0.36
art
0.35
concerts
0.34
theater
0.33
sinc1_1
0.32
reading
0.31
clubbing
0.31
fun2_1
0.29
intel2_1
0.26
yoga
0.25
shar1_1
0.24
intel3_1
MISSING:
105
(1%)
TOP CATEGORIES
8.0
2,872
35%
9.0
2,627
32%
10.0
1,307
16%
7.0
1,158
14%
6.0
214
3%
5.0
76
<1%
4.0
10
<1%
3.0
9
<1%
ALL
8,273
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
intel3_1
PROVIDES INFORMATION ON...
intel3_2
0.23
intel3_s
0.15
intel5_1
0.15
intel3_3
0.15
amb3_1
0.14
attr3_1
0.12
mn_sat
0.12
sinc3_1
0.10
fun3_1
0.10
intel5_3
0.08
attr5_1
0.08
intel5_2
0.07
attr3_2
0.07
dining
0.07

THESE FEATURES
GIVE INFORMATION
ON intel3_1:
intel3_2
0.26
amb3_1
0.18
intel5_1
0.16
mn_sat
0.16
intel3_s
0.15
attr3_1
0.14
intel3_3
0.14
fun3_1
0.12
sinc3_1
0.12
attr5_1
0.09
amb3_2
0.09
attr3_2
0.08
dining
0.08
music
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intel3_1
CORRELATION RATIO WITH...
age
0.40
concerts
0.35
museums
0.35
reading
0.34
theater
0.32
intel1_1
0.32
sinc1_1
0.31
art
0.30
fun1_1
0.29
fun2_1
0.29
sinc2_1
0.27
intel2_1
0.26
clubbing
0.24
shar2_1
0.23
amb3_1
MISSING:
105
(1%)
TOP CATEGORIES
8.0
2,028
25%
7.0
1,662
20%
9.0
1,612
19%
10.0
1,121
14%
6.0
717
9%
5.0
629
8%
4.0
257
3%
3.0
151
2%
2.0
96
1%
ALL
8,273
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
amb3_1
PROVIDES INFORMATION ON...
amb3_2
0.26
amb3_s
0.18
intel3_1
0.18
mn_sat
0.16
fun3_1
0.14
amb5_1
0.12
attr3_1
0.11
num_in_3
0.11
sinc3_1
0.10
amb5_3
0.09
go_out
0.09
amb5_2
0.08
dining
0.08
shopping
0.08

THESE FEATURES
GIVE INFORMATION
ON amb3_1:
amb3_2
0.27
mn_sat
0.17
amb3_s
0.15
intel3_1
0.14
fun3_1
0.13
amb5_1
0.11
attr3_1
0.10
shopping
0.10
sinc3_1
0.08
dining
0.08
tvsports
0.08
fun3_2
0.08
imprelig
0.07
tv
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb3_1
CORRELATION RATIO WITH...
amb1_1
0.39
age
0.39
concerts
0.37
museums
0.35
theater
0.33
art
0.33
intel1_1
0.32
sinc1_1
0.32
fun2_1
0.32
reading
0.32
fun1_1
0.31
intel2_1
0.27
amb1_2
0.27
clubbing
0.26
attr5_1
MISSING:
3,472
(41%)
TOP CATEGORIES
7.0
1,711
35%
8.0
1,158
24%
6.0
734
15%
5.0
418
9%
9.0
406
8%
10.0
160
3%
4.0
150
3%
3.0
130
3%
2.0
39
<1%
ALL
4,906
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
attr5_1
PROVIDES INFORMATION ON...
intel5_1
0.48
attr5_2
0.47
fun5_1
0.46
amb5_1
0.44
sinc5_1
0.44
intel5_2
0.35
fun5_2
0.33
sinc5_2
0.33
amb5_2
0.33
attr5_3
0.32
mn_sat
0.27
attr3_1
0.26
met
0.25
fun5_3
0.24

THESE FEATURES
GIVE INFORMATION
ON attr5_1:
fun5_1
0.49
amb5_1
0.47
intel5_1
0.45
sinc5_1
0.45
attr5_2
0.43
fun5_2
0.32
sinc5_2
0.32
mn_sat
0.31
intel5_2
0.31
amb5_2
0.31
attr3_1
0.27
attr5_3
0.18
attr3_2
0.16
fun5_3
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_1
CORRELATION RATIO WITH...
pid
0.84
iid
0.84
wave
0.82
attr4_1
0.77
fun4_1
0.77
intel4_1
0.71
attr4_2
0.70
shar4_1
0.64
fun4_2
0.64
intel4_2
0.63
sinc4_1
0.61
attr2_2
0.59
sinc4_2
0.58
shar4_2
0.55
sinc5_1
MISSING:
3,472
(41%)
TOP CATEGORIES
8.0
1,212
25%
9.0
991
20%
10.0
943
19%
7.0
867
18%
6.0
564
11%
5.0
207
4%
4.0
52
1%
2.0
40
<1%
3.0
20
<1%
1.0
10
<1%
ALL
4,906
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sinc5_1
PROVIDES INFORMATION ON...
intel5_1
0.51
attr5_1
0.45
amb5_1
0.43
fun5_1
0.42
sinc5_2
0.39
intel5_2
0.36
attr5_2
0.34
fun5_2
0.33
amb5_2
0.32
mn_sat
0.28
sinc5_3
0.26
met
0.26
attr5_3
0.23
fun5_3
0.21

THESE FEATURES
GIVE INFORMATION
ON sinc5_1:
intel5_1
0.47
amb5_1
0.45
fun5_1
0.44
attr5_1
0.44
sinc5_2
0.36
mn_sat
0.32
fun5_2
0.32
intel5_2
0.32
attr5_2
0.31
amb5_2
0.30
sinc5_3
0.15
sinc3_1
0.14
attr5_3
0.13
met
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_1
CORRELATION RATIO WITH...
pid
0.83
iid
0.83
wave
0.82
attr4_1
0.77
fun4_1
0.77
intel4_1
0.71
attr4_2
0.68
fun4_2
0.65
shar4_1
0.64
intel4_2
0.62
sinc4_1
0.61
sinc4_2
0.59
attr2_2
0.59
shar4_2
0.55
intel5_1
MISSING:
3,472
(41%)
TOP CATEGORIES
8.0
1,525
31%
9.0
1,353
28%
10.0
889
18%
7.0
757
15%
6.0
263
5%
4.0
78
2%
5.0
32
<1%
3.0
9
<1%
ALL
4,906
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
intel5_1
PROVIDES INFORMATION ON...
sinc5_1
0.47
amb5_1
0.46
attr5_1
0.45
fun5_1
0.42
intel5_2
0.40
sinc5_2
0.34
attr5_2
0.33
amb5_2
0.33
fun5_2
0.31
mn_sat
0.27
intel5_3
0.25
met
0.24
attr5_3
0.22
sinc5_3
0.21

THESE FEATURES
GIVE INFORMATION
ON intel5_1:
amb5_1
0.51
sinc5_1
0.51
attr5_1
0.48
fun5_1
0.47
intel5_2
0.38
sinc5_2
0.34
mn_sat
0.33
amb5_2
0.33
fun5_2
0.32
attr5_2
0.32
intel3_1
0.15
intel5_3
0.15
attr5_3
0.13
amb5_3
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intel5_1
CORRELATION RATIO WITH...
iid
0.84
pid
0.84
wave
0.83
attr4_1
0.77
fun4_1
0.77
intel4_1
0.71
attr4_2
0.67
fun4_2
0.64
shar4_1
0.63
intel4_2
0.62
sinc4_1
0.61
sinc4_2
0.58
attr2_2
0.57
shar4_2
0.56
fun5_1
MISSING:
3,472
(41%)
TOP CATEGORIES
8.0
1,118
23%
7.0
1,109
23%
9.0
878
18%
6.0
573
12%
10.0
566
12%
5.0
299
6%
4.0
197
4%
3.0
111
2%
2.0
55
1%
ALL
4,906
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
fun5_1
PROVIDES INFORMATION ON...
attr5_1
0.49
intel5_1
0.47
amb5_1
0.46
sinc5_1
0.44
fun5_2
0.43
sinc5_2
0.36
attr5_2
0.36
intel5_2
0.35
amb5_2
0.34
mn_sat
0.29
fun5_3
0.28
intel5_3
0.24
met
0.24
attr5_3
0.22

THESE FEATURES
GIVE INFORMATION
ON fun5_1:
attr5_1
0.46
amb5_1
0.46
sinc5_1
0.42
intel5_1
0.42
fun5_2
0.40
sinc5_2
0.33
mn_sat
0.32
amb5_2
0.31
attr5_2
0.31
intel5_2
0.30
fun3_1
0.19
fun5_3
0.16
fun3_2
0.15
intel5_3
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun5_1
CORRELATION RATIO WITH...
iid
0.83
pid
0.83
wave
0.82
attr4_1
0.77
fun4_1
0.76
intel4_1
0.71
attr4_2
0.69
shar4_1
0.65
fun4_2
0.64
intel4_2
0.62
sinc4_1
0.61
sinc4_2
0.59
attr2_2
0.58
shar4_2
0.57
amb5_1
MISSING:
3,472
(41%)
TOP CATEGORIES
9.0
1,086
22%
7.0
1,044
21%
8.0
912
19%
10.0
705
14%
6.0
599
12%
5.0
312
6%
4.0
130
3%
2.0
54
1%
3.0
49
<1%
1.0
15
<1%
ALL
4,906
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
amb5_1
PROVIDES INFORMATION ON...
intel5_1
0.51
attr5_1
0.47
fun5_1
0.46
sinc5_1
0.45
amb5_2
0.38
attr5_2
0.35
intel5_2
0.35
sinc5_2
0.34
fun5_2
0.33
mn_sat
0.28
amb5_3
0.25
met
0.24
fun5_3
0.23
attr5_3
0.23

THESE FEATURES
GIVE INFORMATION
ON amb5_1:
intel5_1
0.46
fun5_1
0.46
attr5_1
0.44
sinc5_1
0.43
amb5_2
0.34
mn_sat
0.32
sinc5_2
0.31
fun5_2
0.31
attr5_2
0.30
intel5_2
0.30
amb5_3
0.14
fun5_3
0.13
attr5_3
0.12
sinc5_3
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb5_1
CORRELATION RATIO WITH...
iid
0.83
pid
0.83
wave
0.82
attr4_1
0.77
fun4_1
0.76
intel4_1
0.70
attr4_2
0.68
shar4_1
0.64
fun4_2
0.64
intel4_2
0.62
sinc4_1
0.61
sinc4_2
0.59
attr2_2
0.57
shar4_2
0.56
dec
MISSING:
---
TOP CATEGORIES
0
4,860
58%
1
3,518
42%
ALL
8,378
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
dec
PROVIDES INFORMATION ON...
match
0.37
met_o
0.01
mn_sat
0.01
satis_2
0.01
gender
0.01
num_in_3
0.01
met
0.00
race_o
0.00
attr3_s
0.00
attr5_3
0.00
you_call
0.00
fun5_3
0.00
sinc5_1
0.00
amb7_2
0.00

THESE FEATURES
GIVE INFORMATION
ON dec:
match
0.24
mn_sat
0.03
satis_2
0.03
exphappy
0.01
gender
0.01
sinc5_1
0.01
attr3_s
0.01
attr3_2
0.01
music
0.01
race_o
0.01
attr5_2
0.01
imprelig
0.01
intel5_2
0.01
exercise
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dec
CORRELATION RATIO WITH...
like
0.50
attr
0.48
fun
0.39
shar
0.33
prob
0.32
intel
0.23
sinc
0.23
match_es
0.18
prob_o
0.16
amb
0.15
sinc_o
0.12
intel_o
0.12
amb_o
0.10
imprace
0.09
attr
MISSING:
202
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
like
0.67
fun
0.59
shar
0.48
sinc
0.40
intel
0.39
amb
0.36
prob
0.26
prob_o
0.16
attr7_2
-0.12
match_es
0.12
pf_o_sha
-0.11
sinc2_2
0.10
pf_o_sin
-0.10
amb2_2
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dec
0.48
match
0.26
satis_2
0.26
met_o
0.24
mn_sat
0.20
race_o
0.13
exphappy
0.12
gender
0.12
met
0.12
sinc3_3
0.11
music
0.11
sinc5_3
0.11
attr3_3
0.10
sinc3_2
0.10
MOST FREQUENT VALUES
6.0
1,658
20.3%
7.0
1,646
20.1%
5.0
1,260
15.4%
8.0
1,231
15.1%
4.0
749
9.2%
9.0
540
6.6%
3.0
390
4.8%
10.0
325
4.0%
2.0
244
3.0%
1.0
109
1.3%
0.0
8
<0.1%
6.5
7
<0.1%
7.5
3
<0.1%
9.5
3
<0.1%
8.5
1
<0.1%
SMALLEST VALUES
0.0
8
<0.1%
1.0
109
1.3%
2.0
244
3.0%
3.0
390
4.8%
3.5
1
<0.1%
4.0
749
9.2%
5.0
1,260
15.4%
6.0
1,658
20.3%
6.5
7
<0.1%
7.0
1,646
20.1%
7.5
3
<0.1%
8.0
1,231
15.1%
8.5
1
<0.1%
9.0
540
6.6%
9.5
3
<0.1%
LARGEST VALUES
10.0
325
4.0%
9.9
1
<0.1%
9.5
3
<0.1%
9.0
540
6.6%
8.5
1
<0.1%
8.0
1,231
15.1%
7.5
3
<0.1%
7.0
1,646
20.1%
6.5
7
<0.1%
6.0
1,658
20.3%
5.0
1,260
15.4%
4.0
749
9.2%
3.5
1
<0.1%
3.0
390
4.8%
2.0
244
3.0%
sinc
MISSING:
277
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel
0.66
like
0.52
fun
0.49
amb
0.46
attr
0.40
shar
0.40
prob
0.32
sinc3_s
0.14
sinc7_2
0.13
shar_o
0.12
fun_o
0.12
like_o
0.12
fun7_2
0.11
attr7_2
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
met_o
0.24
mn_sat
0.24
dec
0.23
sinc5_1
0.18
satis_2
0.17
match
0.17
sinc3_2
0.15
sinc5_2
0.15
fun3_2
0.15
amb5_1
0.14
fun5_2
0.14
intel3_2
0.14
sinc3_1
0.14
attr3_s
0.14
MOST FREQUENT VALUES
8.0
2,046
25.3%
7.0
1,896
23.4%
6.0
1,255
15.5%
9.0
930
11.5%
10.0
735
9.1%
5.0
701
8.7%
4.0
278
3.4%
3.0
134
1.7%
2.0
75
0.9%
1.0
38
0.5%
0.0
9
0.1%
8.5
2
<0.1%
4.5
1
<0.1%
7.5
1
<0.1%
SMALLEST VALUES
0.0
9
0.1%
1.0
38
0.5%
2.0
75
0.9%
3.0
134
1.7%
4.0
278
3.4%
4.5
1
<0.1%
5.0
701
8.7%
6.0
1,255
15.5%
7.0
1,896
23.4%
7.5
1
<0.1%
8.0
2,046
25.3%
8.5
2
<0.1%
9.0
930
11.5%
10.0
735
9.1%
LARGEST VALUES
10.0
735
9.1%
9.0
930
11.5%
8.5
2
<0.1%
8.0
2,046
25.3%
7.5
1
<0.1%
7.0
1,896
23.4%
6.0
1,255
15.5%
5.0
701
8.7%
4.5
1
<0.1%
4.0
278
3.4%
3.0
134
1.7%
2.0
75
0.9%
1.0
38
0.5%
0.0
9
0.1%
intel
MISSING:
296
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc
0.66
amb
0.63
like
0.51
fun
0.49
shar
0.40
attr
0.39
prob
0.26
reading
0.14
sinc3_s
0.13
attr7_2
-0.13
like_o
0.12
sinc7_2
0.12
expnum
0.12
theater
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
met_o
0.28
dec
0.23
mn_sat
0.21
match
0.17
sinc5_1
0.17
satis_2
0.16
amb5_1
0.15
fun3_s
0.14
intel3_s
0.14
fun5_2
0.13
fun3_2
0.13
sinc5_2
0.13
met
0.13
sinc3_1
0.13
MOST FREQUENT VALUES
8.0
2,199
27.2%
7.0
2,023
25.0%
6.0
1,155
14.3%
9.0
1,106
13.7%
10.0
675
8.4%
5.0
630
7.8%
4.0
161
2.0%
3.0
69
0.9%
2.0
34
0.4%
1.0
13
0.2%
0.0
5
<0.1%
7.5
4
<0.1%
6.5
3
<0.1%
8.5
2
<0.1%
9.5
1
<0.1%
SMALLEST VALUES
0.0
5
<0.1%
1.0
13
0.2%
2.0
34
0.4%
2.5
1
<0.1%
3.0
69
0.9%
4.0
161
2.0%
5.0
630
7.8%
5.5
1
<0.1%
6.0
1,155
14.3%
6.5
3
<0.1%
7.0
2,023
25.0%
7.5
4
<0.1%
8.0
2,199
27.2%
8.5
2
<0.1%
9.0
1,106
13.7%
LARGEST VALUES
10.0
675
8.4%
9.5
1
<0.1%
9.0
1,106
13.7%
8.5
2
<0.1%
8.0
2,199
27.2%
7.5
4
<0.1%
7.0
2,023
25.0%
6.5
3
<0.1%
6.0
1,155
14.3%
5.5
1
<0.1%
5.0
630
7.8%
4.0
161
2.0%
3.0
69
0.9%
2.5
1
<0.1%
2.0
34
0.4%
fun
MISSING:
350
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
like
0.69
shar
0.62
attr
0.59
intel
0.49
sinc
0.49
amb
0.49
prob
0.38
prob_o
0.17
fun_o
0.15
shar_o
0.15
sinc_o
0.12
sinc3_s
0.12
like_o
0.12
match_es
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dec
0.39
match
0.27
met_o
0.23
mn_sat
0.20
satis_2
0.17
met
0.15
fun3_2
0.15
sinc5_1
0.13
numdat_2
0.12
intel3_2
0.12
fun3_s
0.12
dining
0.12
attr3_s
0.12
exphappy
0.11
MOST FREQUENT VALUES
7.0
1,657
20.6%
6.0
1,532
19.1%
8.0
1,456
18.1%
5.0
1,158
14.4%
4.0
607
7.6%
9.0
600
7.5%
10.0
388
4.8%
3.0
281
3.5%
2.0
220
2.7%
1.0
107
1.3%
0.0
14
0.2%
5.5
2
<0.1%
6.5
2
<0.1%
7.5
2
<0.1%
9.5
1
<0.1%
SMALLEST VALUES
0.0
14
0.2%
1.0
107
1.3%
2.0
220
2.7%
3.0
281
3.5%
4.0
607
7.6%
5.0
1,158
14.4%
5.5
2
<0.1%
6.0
1,532
19.1%
6.5
2
<0.1%
7.0
1,657
20.6%
7.5
2
<0.1%
8.0
1,456
18.1%
8.5
1
<0.1%
9.0
600
7.5%
9.5
1
<0.1%
LARGEST VALUES
10.0
388
4.8%
9.5
1
<0.1%
9.0
600
7.5%
8.5
1
<0.1%
8.0
1,456
18.1%
7.5
2
<0.1%
7.0
1,657
20.6%
6.5
2
<0.1%
6.0
1,532
19.1%
5.5
2
<0.1%
5.0
1,158
14.4%
4.0
607
7.6%
3.0
281
3.5%
2.0
220
2.7%
1.0
107
1.3%
amb
MISSING:
712
(8%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel
0.63
fun
0.49
sinc
0.46
like
0.44
shar
0.43
attr
0.36
prob
0.27
attr7_2
-0.16
sinc7_2
0.15
fun4_3
-0.15
sinc3_s
0.14
amb1_3
0.14
amb1_1
0.13
reading
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.23
met_o
0.21
attr3_s
0.17
dec
0.15
amb3_s
0.14
fun3_1
0.14
intel3_s
0.14
fun3_2
0.14
amb3_2
0.13
attr3_2
0.13
amb5_2
0.13
sinc5_1
0.13
fun5_3
0.13
fun3_s
0.13
MOST FREQUENT VALUES
7.0
1,681
21.9%
8.0
1,509
19.7%
6.0
1,425
18.6%
5.0
1,106
14.4%
9.0
788
10.3%
10.0
470
6.1%
4.0
361
4.7%
3.0
173
2.3%
2.0
101
1.3%
1.0
42
0.5%
0.0
5
<0.1%
7.5
2
<0.1%
5.5
1
<0.1%
9.5
1
<0.1%
8.5
1
<0.1%
SMALLEST VALUES
0.0
5
<0.1%
1.0
42
0.5%
2.0
101
1.3%
3.0
173
2.3%
4.0
361
4.7%
5.0
1,106
14.4%
5.5
1
<0.1%
6.0
1,425
18.6%
7.0
1,681
21.9%
7.5
2
<0.1%
8.0
1,509
19.7%
8.5
1
<0.1%
9.0
788
10.3%
9.5
1
<0.1%
10.0
470
6.1%
LARGEST VALUES
10.0
470
6.1%
9.5
1
<0.1%
9.0
788
10.3%
8.5
1
<0.1%
8.0
1,509
19.7%
7.5
2
<0.1%
7.0
1,681
21.9%
6.0
1,425
18.6%
5.5
1
<0.1%
5.0
1,106
14.4%
4.0
361
4.7%
3.0
173
2.3%
2.0
101
1.3%
1.0
42
0.5%
0.0
5
<0.1%
shar
MISSING:
1,067
(13%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
like
0.66
fun
0.62
attr
0.48
prob
0.47
amb
0.43
intel
0.40
sinc
0.40
shar_o
0.22
match_es
0.18
prob_o
0.17
fun_o
0.15
like_o
0.14
sinc_o
0.12
expnum
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dec
0.33
match
0.23
mn_sat
0.22
met_o
0.18
satis_2
0.15
attr3_s
0.14
met
0.14
intel3_2
0.14
fun3_2
0.13
amb3_1
0.13
amb5_2
0.13
dining
0.12
shopping
0.12
numdat_2
0.12
MOST FREQUENT VALUES
5.0
1,465
20.0%
6.0
1,248
17.1%
7.0
1,150
15.7%
4.0
783
10.7%
8.0
771
10.5%
3.0
588
8.0%
2.0
485
6.6%
9.0
317
4.3%
1.0
239
3.3%
10.0
197
2.7%
0.0
59
0.8%
7.5
4
<0.1%
6.5
2
<0.1%
8.5
2
<0.1%
5.5
1
<0.1%
SMALLEST VALUES
0.0
59
0.8%
1.0
239
3.3%
2.0
485
6.6%
3.0
588
8.0%
4.0
783
10.7%
5.0
1,465
20.0%
5.5
1
<0.1%
6.0
1,248
17.1%
6.5
2
<0.1%
7.0
1,150
15.7%
7.5
4
<0.1%
8.0
771
10.5%
8.5
2
<0.1%
9.0
317
4.3%
10.0
197
2.7%
LARGEST VALUES
10.0
197
2.7%
9.0
317
4.3%
8.5
2
<0.1%
8.0
771
10.5%
7.5
4
<0.1%
7.0
1,150
15.7%
6.5
2
<0.1%
6.0
1,248
17.1%
5.5
1
<0.1%
5.0
1,465
20.0%
4.0
783
10.7%
3.0
588
8.0%
2.0
485
6.6%
1.0
239
3.3%
0.0
59
0.8%
like
MISSING:
240
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun
0.69
attr
0.67
shar
0.66
sinc
0.52
intel
0.51
prob
0.46
amb
0.44
prob_o
0.16
match_es
0.15
shar_o
0.14
intel_o
0.12
sinc_o
0.12
fun_o
0.12
like_o
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dec
0.50
match
0.30
satis_2
0.25
met_o
0.25
mn_sat
0.19
met
0.17
exphappy
0.13
sinc5_1
0.11
fun3_3
0.11
sinc3_3
0.11
music
0.11
sinc3_2
0.11
dining
0.10
fun3_2
0.10
MOST FREQUENT VALUES
7.0
1,816
22.3%
6.0
1,709
21.0%
5.0
1,319
16.2%
8.0
1,274
15.7%
4.0
645
7.9%
9.0
412
5.1%
3.0
396
4.9%
2.0
223
2.7%
10.0
182
2.2%
1.0
110
1.4%
6.5
20
0.2%
8.5
9
0.1%
0.0
8
<0.1%
7.5
6
<0.1%
4.5
3
<0.1%
SMALLEST VALUES
0.0
8
<0.1%
1.0
110
1.4%
2.0
223
2.7%
3.0
396
4.9%
4.0
645
7.9%
4.5
3
<0.1%
5.0
1,319
16.2%
5.5
2
<0.1%
6.0
1,709
21.0%
6.5
20
0.2%
7.0
1,816
22.3%
7.5
6
<0.1%
8.0
1,274
15.7%
8.5
9
0.1%
9.0
412
5.1%
LARGEST VALUES
10.0
182
2.2%
9.7
1
<0.1%
9.5
3
<0.1%
9.0
412
5.1%
8.5
9
0.1%
8.0
1,274
15.7%
7.5
6
<0.1%
7.0
1,816
22.3%
6.5
20
0.2%
6.0
1,709
21.0%
5.5
2
<0.1%
5.0
1,319
16.2%
4.5
3
<0.1%
4.0
645
7.9%
3.0
396
4.9%
prob
MISSING:
309
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar
0.47
like
0.46
fun
0.38
expnum
0.35
match_es
0.33
sinc
0.32
amb
0.27
intel
0.26
attr
0.26
prob_o
0.18
fun_o
0.17
shar_o
0.17
like_o
0.16
attr_o
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dec
0.32
attr3_2
0.28
match
0.26
attr3_1
0.25
fun3_2
0.24
mn_sat
0.22
fun3_1
0.21
intel3_2
0.20
attr3_s
0.20
attr5_2
0.19
fun3_s
0.18
attr3_3
0.18
satis_2
0.17
met_o
0.17
MOST FREQUENT VALUES
5.0
1,799
22.3%
6.0
1,395
17.3%
7.0
1,130
14.0%
4.0
932
11.6%
3.0
708
8.8%
8.0
652
8.1%
2.0
539
6.7%
1.0
415
5.1%
9.0
241
3.0%
10.0
188
2.3%
0.0
49
0.6%
6.5
6
<0.1%
8.5
4
<0.1%
4.5
3
<0.1%
7.5
3
<0.1%
SMALLEST VALUES
0.0
49
0.6%
1.0
415
5.1%
1.5
1
<0.1%
2.0
539
6.7%
3.0
708
8.8%
3.5
1
<0.1%
4.0
932
11.6%
4.5
3
<0.1%
5.0
1,799
22.3%
5.5
2
<0.1%
6.0
1,395
17.3%
6.5
6
<0.1%
7.0
1,130
14.0%
7.5
3
<0.1%
8.0
652
8.1%
LARGEST VALUES
10.0
188
2.3%
9.5
1
<0.1%
9.0
241
3.0%
8.5
4
<0.1%
8.0
652
8.1%
7.5
3
<0.1%
7.0
1,130
14.0%
6.5
6
<0.1%
6.0
1,395
17.3%
5.5
2
<0.1%
5.0
1,799
22.3%
4.5
3
<0.1%
4.0
932
11.6%
3.5
1
<0.1%
3.0
708
8.8%
met
MISSING:
375
(4%)
TOP CATEGORIES
0.0
4,047
51%
2.0
3,597
45%
1.0
351
4%
7.0
3
<1%
5.0
2
<1%
3.0
1
<1%
8.0
1
<1%
6.0
1
<1%
ALL
8,003
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
met
PROVIDES INFORMATION ON...
met_o
0.29
sinc5_1
0.13
intel5_1
0.12
attr5_1
0.12
intel5_2
0.12
amb5_1
0.11
fun5_2
0.11
attr5_2
0.11
fun5_1
0.11
amb5_2
0.11
sinc5_2
0.11
mn_sat
0.07
sinc5_3
0.05
attr5_3
0.05

THESE FEATURES
GIVE INFORMATION
ON met:
sinc5_1
0.26
attr5_1
0.25
amb5_1
0.24
fun5_1
0.24
intel5_1
0.24
fun5_2
0.22
intel5_2
0.21
attr5_2
0.21
amb5_2
0.21
sinc5_2
0.21
mn_sat
0.17
met_o
0.13
sinc5_3
0.06
amb5_3
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
met
CORRELATION RATIO WITH...
wave
0.53
pid
0.51
iid
0.51
fun4_1
0.51
intel4_1
0.48
attr4_1
0.47
fun4_2
0.46
shar4_1
0.46
attr4_2
0.46
shar4_2
0.45
intel4_2
0.44
sinc4_1
0.43
sinc4_2
0.43
attr2_2
0.41
match_es
MISSING:
1,173
(14%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
expnum
0.38
prob
0.33
intel7_3
-0.22
shar7_3
0.19
shar1_s
0.19
shar
0.18
round
0.17
fun1_2
0.16
fun7_3
0.16
like
0.15
fun7_2
0.15
sinc7_2
-0.14
clubbing
0.13
intel1_2
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.35
satis_2
0.33
fun5_2
0.32
amb5_2
0.27
attr3_2
0.26
attr5_2
0.26
sinc5_2
0.24
intel5_2
0.24
sinc5_1
0.24
attr3_1
0.24
fun5_1
0.23
fun3_2
0.22
amb5_1
0.22
attr5_1
0.21
MOST FREQUENT VALUES
2.0
1,695
23.5%
3.0
1,214
16.8%
1.0
968
13.4%
4.0
875
12.1%
5.0
736
10.2%
0.0
616
8.5%
6.0
323
4.5%
8.0
173
2.4%
7.0
153
2.1%
10.0
147
2.0%
9.0
115
1.6%
2.5
53
0.7%
1.5
40
0.6%
12.0
33
0.5%
0.5
22
0.3%
SMALLEST VALUES
0.0
616
8.5%
0.5
22
0.3%
1.0
968
13.4%
1.5
40
0.6%
2.0
1,695
23.5%
2.5
53
0.7%
3.0
1,214
16.8%
3.4
22
0.3%
4.0
875
12.1%
5.0
736
10.2%
6.0
323
4.5%
7.0
153
2.1%
8.0
173
2.4%
9.0
115
1.6%
10.0
147
2.0%
LARGEST VALUES
18.0
20
0.3%
12.0
33
0.5%
10.0
147
2.0%
9.0
115
1.6%
8.0
173
2.4%
7.0
153
2.1%
6.0
323
4.5%
5.0
736
10.2%
4.0
875
12.1%
3.4
22
0.3%
3.0
1,214
16.8%
2.5
53
0.7%
2.0
1,695
23.5%
1.5
40
0.6%
1.0
968
13.4%
attr1_s
MISSING:
4,282
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr1_2
0.75
attr1_3
0.72
attr1_1
0.71
attr7_3
0.64
attr7_2
0.64
attr4_3
0.46
attr2_3
0.45
sinc7_3
-0.45
shar1_2
-0.44
amb1_3
-0.43
sinc1_3
-0.43
sinc1_2
-0.42
amb7_3
-0.42
attr2_2
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr3_s
0.76
amb3_s
0.76
intel3_s
0.75
fun3_s
0.75
mn_sat
0.42
sinc5_3
0.24
sinc3_3
0.24
sinc5_1
0.24
attr5_3
0.22
fun5_3
0.22
intel5_3
0.22
tv
0.21
exphappy
0.21
amb5_3
0.21
MOST FREQUENT VALUES
20.0
494
12.1%
30.0
310
7.6%
25.0
293
7.2%
15.0
268
6.5%
10.0
214
5.2%
8.0
202
4.9%
7.0
143
3.5%
16.67
110
2.7%
6.0
102
2.5%
50.0
96
2.3%
16.0
93
2.3%
35.0
82
2.0%
40.0
80
2.0%
15.38
76
1.9%
14.58
68
1.7%
SMALLEST VALUES
3.0
6
0.1%
5.0
21
0.5%
6.0
102
2.5%
6.67
5
0.1%
7.0
143
3.5%
8.0
202
4.9%
9.0
66
1.6%
10.0
214
5.2%
11.9
20
0.5%
12.5
20
0.5%
12.77
21
0.5%
12.96
5
0.1%
13.0
21
0.5%
13.04
20
0.5%
13.21
20
0.5%
LARGEST VALUES
95.0
18
0.4%
80.0
36
0.9%
60.0
60
1.5%
55.0
18
0.4%
50.0
96
2.3%
45.0
39
1.0%
40.0
80
2.0%
35.0
82
2.0%
30.0
310
7.6%
26.32
20
0.5%
25.64
40
1.0%
25.0
293
7.2%
24.39
20
0.5%
24.32
20
0.5%
23.81
21
0.5%
sinc1_s
MISSING:
4,282
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc1_2
0.70
sinc1_3
0.62
sinc7_3
0.62
sinc1_1
0.57
attr1_3
-0.54
sinc7_2
0.52
attr7_3
-0.41
wave
-0.37
iid
-0.36
attr1_2
-0.36
pid
-0.34
attr1_1
-0.32
shar1_s
0.31
attr7_2
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intel3_s
0.84
amb3_s
0.84
attr3_s
0.83
fun3_s
0.83
mn_sat
0.43
sinc3_3
0.19
fun3_1
0.19
movies
0.19
dining
0.19
intel3_3
0.19
fun5_1
0.18
amb5_3
0.18
shopping
0.18
exphappy
0.17
MOST FREQUENT VALUES
10.0
558
13.6%
20.0
527
12.9%
15.0
436
10.6%
7.0
144
3.5%
30.0
142
3.5%
16.67
138
3.4%
25.0
135
3.3%
9.0
133
3.2%
8.0
129
3.1%
18.0
117
2.9%
5.0
112
2.7%
0.0
88
2.1%
18.18
76
1.9%
6.0
62
1.5%
17.02
57
1.4%
SMALLEST VALUES
0.0
88
2.1%
1.0
18
0.4%
2.44
20
0.5%
4.76
20
0.5%
5.0
112
2.7%
6.0
62
1.5%
7.0
144
3.5%
8.0
129
3.1%
9.0
133
3.2%
10.0
558
13.6%
10.26
20
0.5%
10.34
20
0.5%
11.0
18
0.4%
11.9
26
0.6%
12.0
30
0.7%
LARGEST VALUES
50.0
19
0.5%
38.0
21
0.5%
30.0
142
3.5%
28.0
21
0.5%
25.0
135
3.3%
24.32
20
0.5%
23.81
15
0.4%
22.73
5
0.1%
22.22
21
0.5%
21.62
20
0.5%
21.43
16
0.4%
21.28
32
0.8%
21.05
20
0.5%
20.93
45
1.1%
20.51
10
0.2%
intel1_s
MISSING:
4,282
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel1_2
0.52
intel1_3
0.49
intel1_1
0.45
wave
-0.43
iid
-0.41
pid
-0.40
amb1_s
0.34
intel7_3
0.32
attr1_3
-0.31
intel2_2
0.31
amb1_3
0.30
attr4_3
-0.29
attr2_3
-0.25
fun1_s
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb3_s
0.87
intel3_s
0.87
attr3_s
0.87
fun3_s
0.87
mn_sat
0.40
numdat_3
0.28
attr3_3
0.22
fun5_1
0.22
sinc3_3
0.21
fun3_1
0.20
amb7_2
0.19
intel3_3
0.19
attr3_1
0.19
movies
0.19
MOST FREQUENT VALUES
20.0
859
21.0%
10.0
444
10.8%
30.0
273
6.7%
15.0
216
5.3%
9.0
148
3.6%
8.0
134
3.3%
25.0
127
3.1%
18.0
112
2.7%
7.0
102
2.5%
6.0
81
2.0%
16.67
76
1.9%
16.0
67
1.6%
5.0
66
1.6%
19.15
63
1.5%
17.78
57
1.4%
SMALLEST VALUES
0.0
28
0.7%
1.0
18
0.4%
4.0
6
0.1%
5.0
66
1.6%
6.0
81
2.0%
7.0
102
2.5%
8.0
134
3.3%
9.0
148
3.6%
10.0
444
10.8%
12.0
21
0.5%
13.46
10
0.2%
14.29
5
0.1%
15.0
216
5.3%
15.22
40
1.0%
15.38
20
0.5%
LARGEST VALUES
40.0
29
0.7%
35.0
6
0.1%
30.0
273
6.7%
25.0
127
3.1%
24.32
20
0.5%
24.0
21
0.5%
23.81
30
0.7%
23.26
36
0.9%
23.08
10
0.2%
23.0
18
0.4%
22.73
16
0.4%
22.22
32
0.8%
21.95
20
0.5%
21.74
20
0.5%
21.43
16
0.4%
fun1_s
MISSING:
4,282
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun7_3
0.49
fun1_2
0.49
wave
-0.46
pid
-0.44
iid
-0.44
fun1_1
0.44
attr2_3
-0.43
fun1_3
0.39
attr4_3
-0.36
fun2_3
-0.30
intel1_s
0.25
attr4_2
-0.24
attr4_1
-0.23
amb1_s
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun3_s
0.88
attr3_s
0.88
amb3_s
0.88
intel3_s
0.88
mn_sat
0.34
sinc3_3
0.23
amb7_2
0.21
numdat_3
0.20
intel3_3
0.20
attr3_3
0.19
attr3_1
0.19
fun3_1
0.18
exphappy
0.18
numdat_2
0.17
MOST FREQUENT VALUES
20.0
746
18.2%
10.0
669
16.3%
15.0
403
9.8%
8.0
160
3.9%
9.0
140
3.4%
16.67
139
3.4%
7.0
136
3.3%
18.0
121
3.0%
25.0
100
2.4%
17.02
73
1.8%
16.0
68
1.7%
5.0
62
1.5%
20.83
56
1.4%
19.23
56
1.4%
19.57
55
1.3%
SMALLEST VALUES
1.0
18
0.4%
2.0
6
0.1%
3.0
18
0.4%
5.0
62
1.5%
6.0
45
1.1%
7.0
136
3.3%
8.0
160
3.9%
9.0
140
3.4%
9.76
20
0.5%
10.0
669
16.3%
11.63
10
0.2%
11.9
20
0.5%
13.21
20
0.5%
13.46
10
0.2%
13.64
21
0.5%
LARGEST VALUES
40.0
19
0.5%
35.0
10
0.2%
25.0
100
2.4%
23.81
5
0.1%
23.0
18
0.4%
22.22
16
0.4%
21.74
10
0.2%
21.43
16
0.4%
21.05
20
0.5%
21.0
18
0.4%
20.83
56
1.4%
20.51
40
1.0%
20.0
746
18.2%
19.61
40
1.0%
19.57
55
1.3%
amb1_s
MISSING:
4,282
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb1_2
0.72
amb1_3
0.71
amb1_1
0.60
attr4_3
-0.57
amb7_3
0.53
iid
-0.51
wave
-0.50
pid
-0.48
attr2_3
-0.47
attr4_2
-0.46
attr1_3
-0.44
attr4_1
-0.44
amb3_3
0.42
attr1_2
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb3_s
0.82
attr3_s
0.80
fun3_s
0.80
intel3_s
0.79
mn_sat
0.36
intel3_3
0.25
attr3_3
0.24
attr3_2
0.24
amb3_2
0.23
amb3_1
0.23
sinc3_3
0.22
attr3_1
0.20
exphappy
0.18
fun3_3
0.18
MOST FREQUENT VALUES
10.0
718
17.5%
5.0
457
11.2%
15.0
341
8.3%
20.0
233
5.7%
0.0
166
4.1%
7.0
139
3.4%
8.0
124
3.0%
6.0
100
2.4%
16.67
87
2.1%
14.0
85
2.1%
9.0
58
1.4%
1.0
57
1.4%
14.58
56
1.4%
16.0
56
1.4%
15.56
56
1.4%
SMALLEST VALUES
0.0
166
4.1%
0.5
9
0.2%
1.0
57
1.4%
2.0
46
1.1%
2.38
5
0.1%
2.63
20
0.5%
3.0
24
0.6%
4.0
48
1.2%
4.65
25
0.6%
5.0
457
11.2%
5.56
16
0.4%
6.0
100
2.4%
7.0
139
3.4%
8.0
124
3.0%
8.11
40
1.0%
LARGEST VALUES
23.81
20
0.5%
21.95
20
0.5%
20.0
233
5.7%
19.61
40
1.0%
19.44
16
0.4%
19.23
16
0.4%
19.15
16
0.4%
19.0
18
0.4%
18.75
32
0.8%
18.6
16
0.4%
18.52
5
0.1%
18.18
20
0.5%
18.0
26
0.6%
17.86
40
1.0%
17.78
5
0.1%
shar1_s
MISSING:
4,282
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar1_2
0.59
shar1_3
0.52
shar1_1
0.50
shar2_2
0.49
attr1_2
-0.49
attr1_3
-0.48
attr7_3
-0.46
shar2_1
0.44
shar2_3
0.43
attr1_1
-0.43
shar7_3
0.43
wave
-0.39
iid
-0.38
attr4_2
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb3_s
0.82
fun3_s
0.82
attr3_s
0.82
intel3_s
0.81
mn_sat
0.34
fun5_1
0.20
fun3_1
0.19
sinc3_3
0.19
intel3_3
0.17
movies
0.17
numdat_3
0.17
amb3_2
0.17
go_out
0.16
imprelig
0.16
MOST FREQUENT VALUES
10.0
655
16.0%
15.0
388
9.5%
20.0
336
8.2%
5.0
312
7.6%
0.0
129
3.1%
8.0
111
2.7%
16.67
106
2.6%
9.0
98
2.4%
7.0
97
2.4%
12.0
95
2.3%
6.0
95
2.3%
25.0
91
2.2%
16.0
72
1.8%
15.79
56
1.4%
1.0
51
1.2%
SMALLEST VALUES
0.0
129
3.1%
1.0
51
1.2%
2.0
33
0.8%
3.0
21
0.5%
4.0
34
0.8%
4.26
10
0.2%
4.5
9
0.2%
5.0
312
7.6%
5.56
16
0.4%
5.88
20
0.5%
6.0
95
2.3%
7.0
97
2.4%
7.14
16
0.4%
8.0
111
2.7%
8.11
40
1.0%
LARGEST VALUES
30.0
48
1.2%
25.0
91
2.2%
24.14
20
0.5%
21.0
21
0.5%
20.93
20
0.5%
20.0
336
8.2%
19.23
10
0.2%
19.15
5
0.1%
19.05
30
0.7%
18.75
5
0.1%
18.52
20
0.5%
18.18
16
0.4%
18.0
41
1.0%
17.95
20
0.5%
17.78
36
0.9%
attr3_s
MISSING:
4,378
(52%)
TOP CATEGORIES
7.0
1,267
32%
8.0
1,262
32%
6.0
411
10%
9.0
367
9%
5.0
318
8%
10.0
176
4%
4.0
119
3%
3.0
70
2%
7.5
10
<1%
ALL
4,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
attr3_s
PROVIDES INFORMATION ON...
intel3_s
0.55
fun3_s
0.53
amb3_s
0.48
attr3_2
0.19
attr3_1
0.17
mn_sat
0.14
attr5_2
0.11
attr5_1
0.10
numdat_3
0.10
attr3_3
0.10
attr5_3
0.09
fun5_3
0.09
amb7_2
0.08
you_call
0.07

THESE FEATURES
GIVE INFORMATION
ON attr3_s:
fun3_s
0.55
intel3_s
0.52
amb3_s
0.51
attr3_2
0.23
attr3_1
0.19
mn_sat
0.18
attr5_2
0.12
attr5_1
0.12
attr3_3
0.10
fun3_2
0.08
fun3_1
0.07
tvsports
0.07
shopping
0.07
tv
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr3_s
CORRELATION RATIO WITH...
sinc3_s
0.97
fun1_s
0.88
intel1_s
0.87
sinc1_s
0.83
shar1_s
0.82
amb1_s
0.80
attr1_s
0.76
intel2_2
0.46
amb2_2
0.40
sinc2_2
0.39
expnum
0.36
shar2_2
0.34
fun2_2
0.33
amb2_3
0.32
sinc3_s
MISSING:
4,378
(52%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc7_2
0.35
intel2_3
-0.28
sinc1_2
0.26
intel4_3
-0.25
sinc7_3
0.25
fun7_2
-0.22
attr1_3
-0.21
attr1_2
-0.20
sinc1_s
0.20
intel7_2
0.19
amb3_3
0.19
intel4_1
-0.19
sinc1_1
0.17
intel4_2
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun3_s
0.97
attr3_s
0.97
amb3_s
0.97
intel3_s
0.97
mn_sat
0.37
sinc3_3
0.23
amb7_2
0.21
intel3_3
0.20
attr3_3
0.20
numdat_3
0.20
exphappy
0.20
numdat_2
0.20
sinc5_3
0.18
attr3_1
0.18
MOST FREQUENT VALUES
8.0
1,254
31.4%
9.0
1,040
26.0%
7.0
674
16.9%
10.0
610
15.2%
6.0
157
3.9%
5.0
150
3.8%
4.0
63
1.6%
3.0
21
0.5%
2.0
15
0.4%
7.5
10
0.2%
1.0
6
0.1%
SMALLEST VALUES
1.0
6
0.1%
2.0
15
0.4%
3.0
21
0.5%
4.0
63
1.6%
5.0
150
3.8%
6.0
157
3.9%
7.0
674
16.9%
7.5
10
0.2%
8.0
1,254
31.4%
9.0
1,040
26.0%
10.0
610
15.2%
LARGEST VALUES
10.0
610
15.2%
9.0
1,040
26.0%
8.0
1,254
31.4%
7.5
10
0.2%
7.0
674
16.9%
6.0
157
3.9%
5.0
150
3.8%
4.0
63
1.6%
3.0
21
0.5%
2.0
15
0.4%
1.0
6
0.1%
intel3_s
MISSING:
4,378
(52%)
TOP CATEGORIES
8.0
1,368
34%
9.0
1,104
28%
7.0
706
18%
10.0
600
15%
5.0
124
3%
6.0
82
2%
4.0
10
<1%
9.5
6
<1%
ALL
4,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
intel3_s
PROVIDES INFORMATION ON...
attr3_s
0.52
amb3_s
0.51
fun3_s
0.50
intel3_1
0.15
intel3_2
0.12
mn_sat
0.12
intel3_3
0.10
amb7_2
0.08
intel5_1
0.08
numdat_3
0.07
intel5_3
0.07
fun5_3
0.06
intel5_2
0.06
sinc3_3
0.05

THESE FEATURES
GIVE INFORMATION
ON intel3_s:
amb3_s
0.57
attr3_s
0.55
fun3_s
0.55
mn_sat
0.17
intel3_1
0.15
intel3_2
0.15
intel3_3
0.10
intel5_1
0.09
amb3_2
0.07
intel5_2
0.06
attr3_2
0.06
shopping
0.06
sinc3_3
0.06
fun3_2
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intel3_s
CORRELATION RATIO WITH...
sinc3_s
0.97
fun1_s
0.88
intel1_s
0.87
sinc1_s
0.84
shar1_s
0.81
amb1_s
0.79
attr1_s
0.75
intel2_2
0.46
sinc2_2
0.39
amb2_2
0.36
expnum
0.36
shar2_2
0.35
fun2_2
0.34
fun4_1
0.30
fun3_s
MISSING:
4,378
(52%)
TOP CATEGORIES
8.0
1,015
25%
7.0
926
23%
9.0
712
18%
10.0
582
15%
6.0
372
9%
5.0
222
6%
3.0
86
2%
4.0
85
2%
ALL
4,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
fun3_s
PROVIDES INFORMATION ON...
intel3_s
0.55
attr3_s
0.55
amb3_s
0.50
fun3_2
0.14
fun3_1
0.14
mn_sat
0.13
numdat_3
0.11
fun5_1
0.10
fun3_3
0.10
fun5_3
0.09
amb7_2
0.09
fun5_2
0.09
attr5_3
0.08
sinc5_3
0.07

THESE FEATURES
GIVE INFORMATION
ON fun3_s:
attr3_s
0.53
amb3_s
0.52
intel3_s
0.50
fun3_2
0.18
fun3_1
0.17
mn_sat
0.17
fun5_1
0.12
fun3_3
0.10
fun5_2
0.09
attr3_2
0.08
tvsports
0.07
attr3_1
0.07
exphappy
0.06
attr3_3
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun3_s
CORRELATION RATIO WITH...
sinc3_s
0.97
fun1_s
0.88
intel1_s
0.87
sinc1_s
0.83
shar1_s
0.82
amb1_s
0.80
attr1_s
0.75
intel2_2
0.44
sinc2_2
0.38
expnum
0.36
amb2_2
0.36
shar2_2
0.34
fun2_2
0.33
fun4_1
0.30
amb3_s
MISSING:
4,378
(52%)
TOP CATEGORIES
9.0
984
25%
8.0
842
21%
7.0
710
18%
10.0
501
13%
6.0
353
9%
5.0
338
8%
4.0
176
4%
3.0
81
2%
2.0
15
<1%
ALL
4,000
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
amb3_s
PROVIDES INFORMATION ON...
intel3_s
0.57
fun3_s
0.52
attr3_s
0.51
amb3_2
0.16
amb3_1
0.15
mn_sat
0.14
num_in_3
0.10
amb7_2
0.10
numdat_3
0.10
amb5_3
0.07
fun5_3
0.07
intel3_1
0.07
intel3_3
0.06
amb5_2
0.06

THESE FEATURES
GIVE INFORMATION
ON amb3_s:
intel3_s
0.51
fun3_s
0.50
attr3_s
0.48
amb3_2
0.21
mn_sat
0.18
amb3_1
0.18
exphappy
0.07
fun3_2
0.07
tvsports
0.07
amb5_1
0.07
amb5_2
0.07
attr3_2
0.07
intel3_1
0.06
fun5_1
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb3_s
CORRELATION RATIO WITH...
sinc3_s
0.97
fun1_s
0.88
intel1_s
0.87
sinc1_s
0.84
amb1_s
0.82
shar1_s
0.82
attr1_s
0.76
intel2_2
0.45
sinc2_2
0.38
amb2_2
0.37
expnum
0.36
shar2_2
0.34
fun2_2
0.34
fun4_1
0.30
satis_2
MISSING:
915
(11%)
TOP CATEGORIES
6.0
1,886
25%
7.0
1,383
19%
5.0
1,272
17%
8.0
894
12%
4.0
722
10%
3.0
520
7%
2.0
412
6%
9.0
239
3%
1.0
73
<1%
10.0
62
<1%
ALL
7,463
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
satis_2
PROVIDES INFORMATION ON...
length
0.35
numdat_2
0.30
attr3_2
0.24
fun3_2
0.23
intel3_2
0.23
sinc3_2
0.22
amb3_2
0.19
mn_sat
0.18
you_call
0.13
num_in_3
0.13
attr5_2
0.11
fun5_2
0.11
amb7_2
0.10
sinc5_2
0.10

THESE FEATURES
GIVE INFORMATION
ON satis_2:
fun3_2
0.21
attr3_2
0.20
sinc3_2
0.19
intel3_2
0.19
amb3_2
0.19
mn_sat
0.17
length
0.17
numdat_2
0.17
fun5_2
0.09
attr5_2
0.08
sinc5_2
0.08
amb5_2
0.07
intel5_2
0.07
exphappy
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
satis_2
CORRELATION RATIO WITH...
fun1_2
0.71
intel1_2
0.68
sinc1_2
0.63
shar1_2
0.55
attr1_2
0.52
amb1_2
0.52
fun2_2
0.45
intel2_2
0.44
shar2_2
0.43
sinc2_2
0.42
fun4_2
0.41
intel4_2
0.41
attr2_2
0.40
amb2_2
0.39
length
MISSING:
915
(11%)
TOP CATEGORIES
1.0
4,227
57%
3.0
3,059
41%
2.0
177
2%
ALL
7,463
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
length
PROVIDES INFORMATION ON...
numdat_2
0.31
intel3_2
0.21
attr3_2
0.20
sinc3_2
0.19
fun3_2
0.19
amb3_2
0.17
satis_2
0.17
intel5_2
0.08
attr5_2
0.07
mn_sat
0.07
amb5_2
0.07
sinc5_2
0.07
fun5_2
0.07
amb7_2
0.05

THESE FEATURES
GIVE INFORMATION
ON length:
attr3_2
0.36
sinc3_2
0.35
fun3_2
0.35
satis_2
0.35
numdat_2
0.35
intel3_2
0.34
amb3_2
0.34
mn_sat
0.14
intel5_2
0.12
attr5_2
0.11
amb5_2
0.11
sinc5_2
0.11
fun5_2
0.11
sinc3_3
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
length
CORRELATION RATIO WITH...
fun1_2
0.69
intel1_2
0.67
sinc1_2
0.62
shar1_2
0.54
attr1_2
0.51
amb1_2
0.50
fun2_2
0.47
intel2_2
0.45
shar2_2
0.43
sinc2_2
0.43
fun4_2
0.42
intel4_2
0.41
sinc4_2
0.40
amb2_2
0.40
numdat_2
MISSING:
945
(11%)
TOP CATEGORIES
2.0
3,622
49%
3.0
3,162
43%
1.0
649
9%
ALL
7,433
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
numdat_2
PROVIDES INFORMATION ON...
length
0.35
intel3_2
0.20
attr3_2
0.19
sinc3_2
0.19
fun3_2
0.18
amb3_2
0.17
satis_2
0.17
condtn
0.11
mn_sat
0.08
attr5_2
0.07
sinc5_2
0.07
amb7_2
0.07
intel5_2
0.07
amb5_2
0.07

THESE FEATURES
GIVE INFORMATION
ON numdat_2:
length
0.31
satis_2
0.30
sinc3_2
0.30
amb3_2
0.30
fun3_2
0.30
attr3_2
0.29
intel3_2
0.29
mn_sat
0.15
attr5_2
0.10
sinc5_2
0.10
amb5_2
0.09
fun5_2
0.09
intel5_2
0.09
fun3_s
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
numdat_2
CORRELATION RATIO WITH...
fun1_2
0.67
intel1_2
0.66
sinc1_2
0.61
shar1_2
0.53
attr1_2
0.51
amb1_2
0.49
fun2_2
0.46
intel2_2
0.45
sinc2_2
0.44
shar2_2
0.43
intel4_2
0.41
amb2_2
0.41
fun4_2
0.41
attr2_2
0.40
attr7_2
MISSING:
6,394
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr1_3
0.88
attr7_3
0.87
attr1_2
0.84
attr1_1
0.66
attr1_s
0.64
attr4_3
0.59
sinc7_2
-0.57
shar7_3
-0.56
attr4_2
0.56
sinc7_3
-0.54
sinc1_3
-0.54
amb1_3
-0.54
attr2_3
0.54
amb7_3
-0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb7_2
0.61
sinc5_2
0.51
attr5_2
0.51
intel5_2
0.49
amb5_2
0.47
fun5_2
0.46
attr5_1
0.45
amb5_1
0.45
fun5_1
0.43
intel5_1
0.42
sinc5_1
0.41
mn_sat
0.36
attr5_3
0.34
intel5_3
0.33
MOST FREQUENT VALUES
30.0
376
19.0%
20.0
330
16.6%
50.0
239
12.0%
40.0
212
10.7%
10.0
208
10.5%
25.0
137
6.9%
60.0
117
5.9%
15.0
103
5.2%
70.0
84
4.2%
35.0
52
2.6%
18.0
37
1.9%
65.0
28
1.4%
80.0
22
1.1%
22.0
18
0.9%
16.0
14
0.7%
SMALLEST VALUES
10.0
208
10.5%
15.0
103
5.2%
16.0
14
0.7%
18.0
37
1.9%
20.0
330
16.6%
22.0
18
0.9%
24.0
7
0.4%
25.0
137
6.9%
30.0
376
19.0%
35.0
52
2.6%
40.0
212
10.7%
50.0
239
12.0%
60.0
117
5.9%
65.0
28
1.4%
70.0
84
4.2%
LARGEST VALUES
80.0
22
1.1%
70.0
84
4.2%
65.0
28
1.4%
60.0
117
5.9%
50.0
239
12.0%
40.0
212
10.7%
35.0
52
2.6%
30.0
376
19.0%
25.0
137
6.9%
24.0
7
0.4%
22.0
18
0.9%
20.0
330
16.6%
18.0
37
1.9%
16.0
14
0.7%
15.0
103
5.2%
sinc7_2
MISSING:
6,423
(77%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc1_3
0.78
sinc1_2
0.74
sinc7_3
0.71
attr1_3
-0.64
attr7_2
-0.57
attr1_2
-0.57
attr7_3
-0.53
sinc1_1
0.53
sinc1_s
0.52
attr1_1
-0.48
amb4_1
0.45
sinc4_3
0.38
amb4_2
0.37
attr4_2
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb7_2
0.76
sinc5_2
0.48
attr5_2
0.47
intel5_2
0.47
amb5_2
0.46
fun5_2
0.45
mn_sat
0.43
sinc5_1
0.42
fun5_1
0.41
attr5_1
0.40
amb5_1
0.40
intel5_1
0.40
attr5_3
0.29
fun5_3
0.26
MOST FREQUENT VALUES
10.0
610
31.2%
20.0
443
22.7%
5.0
203
10.4%
15.0
196
10.0%
0.0
173
8.8%
25.0
122
6.2%
40.0
40
2.0%
16.0
34
1.7%
17.0
33
1.7%
18.0
18
0.9%
12.0
18
0.9%
30.0
18
0.9%
19.0
15
0.8%
11.0
15
0.8%
9.0
10
0.5%
SMALLEST VALUES
0.0
173
8.8%
5.0
203
10.4%
9.0
10
0.5%
10.0
610
31.2%
11.0
15
0.8%
12.0
18
0.9%
15.0
196
10.0%
16.0
34
1.7%
17.0
33
1.7%
18.0
18
0.9%
19.0
15
0.8%
20.0
443
22.7%
23.0
7
0.4%
25.0
122
6.2%
30.0
18
0.9%
LARGEST VALUES
40.0
40
2.0%
30.0
18
0.9%
25.0
122
6.2%
23.0
7
0.4%
20.0
443
22.7%
19.0
15
0.8%
18.0
18
0.9%
17.0
33
1.7%
16.0
34
1.7%
15.0
196
10.0%
12.0
18
0.9%
11.0
15
0.8%
10.0
610
31.2%
9.0
10
0.5%
5.0
203
10.4%
intel7_2
MISSING:
6,394
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel1_2
0.63
intel7_3
0.39
intel1_1
0.39
attr7_2
-0.36
attr1_3
-0.33
attr7_3
-0.30
amb7_3
0.27
attr1_2
-0.27
intel1_3
0.26
amb4_3
0.26
fun1_3
0.26
attr2_3
-0.25
fun2_3
0.24
attr1_1
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb7_2
0.75
attr5_2
0.51
sinc5_2
0.49
intel5_2
0.49
fun5_2
0.48
amb5_2
0.48
attr5_1
0.44
amb5_1
0.43
fun5_1
0.43
mn_sat
0.43
sinc5_1
0.42
intel5_1
0.42
fun5_3
0.34
attr5_3
0.31
MOST FREQUENT VALUES
10.0
646
32.6%
20.0
576
29.0%
15.0
282
14.2%
30.0
108
5.4%
0.0
81
4.1%
5.0
81
4.1%
25.0
74
3.7%
16.0
34
1.7%
14.0
19
1.0%
19.0
18
0.9%
12.0
15
0.8%
17.0
14
0.7%
40.0
13
0.7%
8.0
10
0.5%
24.0
7
0.4%
SMALLEST VALUES
0.0
81
4.1%
5.0
81
4.1%
8.0
10
0.5%
10.0
646
32.6%
12.0
15
0.8%
14.0
19
1.0%
15.0
282
14.2%
16.0
34
1.7%
17.0
14
0.7%
19.0
18
0.9%
20.0
576
29.0%
24.0
7
0.4%
25.0
74
3.7%
30.0
108
5.4%
40.0
13
0.7%
LARGEST VALUES
50.0
6
0.3%
40.0
13
0.7%
30.0
108
5.4%
25.0
74
3.7%
24.0
7
0.4%
20.0
576
29.0%
19.0
18
0.9%
17.0
14
0.7%
16.0
34
1.7%
15.0
282
14.2%
14.0
19
1.0%
12.0
15
0.8%
10.0
646
32.6%
8.0
10
0.5%
5.0
81
4.1%
fun7_2
MISSING:
6,394
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun1_2
0.55
fun1_3
0.47
intel2_3
0.45
fun7_3
0.39
fun2_2
0.34
fun4_2
0.32
amb7_3
-0.28
fun1_1
0.26
amb2_3
-0.25
sinc2_1
0.25
attr2_1
-0.24
shar2_3
-0.23
fun4_1
0.23
sinc3_s
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb7_2
0.65
attr5_2
0.51
intel5_2
0.49
sinc5_2
0.49
fun5_2
0.48
amb5_2
0.48
fun5_1
0.45
attr5_1
0.44
sinc5_1
0.44
amb5_1
0.43
intel5_1
0.42
mn_sat
0.39
fun5_3
0.38
sinc5_3
0.33
MOST FREQUENT VALUES
20.0
549
27.7%
10.0
470
23.7%
15.0
318
16.0%
30.0
214
10.8%
25.0
146
7.4%
40.0
80
4.0%
18.0
37
1.9%
0.0
34
1.7%
16.0
29
1.5%
24.0
25
1.3%
5.0
21
1.1%
19.0
15
0.8%
27.0
15
0.8%
50.0
15
0.8%
23.0
10
0.5%
SMALLEST VALUES
0.0
34
1.7%
5.0
21
1.1%
10.0
470
23.7%
15.0
318
16.0%
16.0
29
1.5%
18.0
37
1.9%
19.0
15
0.8%
20.0
549
27.7%
23.0
10
0.5%
24.0
25
1.3%
25.0
146
7.4%
27.0
15
0.8%
30.0
214
10.8%
35.0
6
0.3%
40.0
80
4.0%
LARGEST VALUES
50.0
15
0.8%
40.0
80
4.0%
35.0
6
0.3%
30.0
214
10.8%
27.0
15
0.8%
25.0
146
7.4%
24.0
25
1.3%
23.0
10
0.5%
20.0
549
27.7%
19.0
15
0.8%
18.0
37
1.9%
16.0
29
1.5%
15.0
318
16.0%
10.0
470
23.7%
5.0
21
1.1%
amb7_2
MISSING:
6,423
(77%)
TOP CATEGORIES
0.0
536
27%
5.0
527
27%
10.0
442
23%
15.0
169
9%
20.0
134
7%
14.0
56
3%
12.0
37
2%
16.0
30
2%
17.0
14
<1%
3.0
10
<1%
ALL
1,955
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
amb7_2
PROVIDES INFORMATION ON...
attr5_2
0.13
fun5_2
0.11
intel5_2
0.11
amb5_2
0.11
sinc5_2
0.11
mn_sat
0.10
amb5_1
0.09
sinc5_1
0.09
fun5_1
0.08
intel5_1
0.08
attr5_1
0.08
amb5_3
0.07
attr5_3
0.07
fun5_3
0.06

THESE FEATURES
GIVE INFORMATION
ON amb7_2:
mn_sat
0.29
attr5_2
0.27
fun5_2
0.26
amb5_2
0.25
sinc5_2
0.24
intel5_2
0.24
amb5_1
0.22
sinc5_1
0.21
fun5_1
0.21
attr5_1
0.19
intel5_1
0.19
tv
0.13
fun3_2
0.12
imprelig
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb7_2
CORRELATION RATIO WITH...
sinc7_2
0.76
intel7_2
0.75
shar7_2
0.71
fun7_2
0.65
attr7_2
0.61
pid
0.56
wave
0.55
iid
0.55
amb4_2
0.38
sinc4_2
0.37
shar4_2
0.37
intel4_2
0.35
attr4_2
0.34
attr2_2
0.33
shar7_2
MISSING:
6,404
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar1_3
0.70
shar7_3
0.69
shar1_2
0.58
attr1_3
-0.49
shar2_3
0.48
shar4_3
0.46
attr7_3
-0.46
attr7_2
-0.46
shar2_2
0.43
attr4_3
-0.42
attr1_2
-0.38
shar4_2
0.38
attr2_3
-0.37
attr4_2
-0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb7_2
0.71
attr5_2
0.46
mn_sat
0.44
amb5_2
0.43
fun5_2
0.43
sinc5_2
0.43
intel5_2
0.43
sinc5_1
0.40
attr5_1
0.40
fun5_1
0.39
intel5_1
0.38
amb5_1
0.38
attr5_3
0.28
intel5_3
0.26
MOST FREQUENT VALUES
10.0
437
22.1%
5.0
430
21.8%
20.0
314
15.9%
15.0
280
14.2%
0.0
213
10.8%
30.0
88
4.5%
25.0
87
4.4%
18.0
38
1.9%
13.0
18
0.9%
40.0
15
0.8%
11.0
15
0.8%
16.0
15
0.8%
17.0
14
0.7%
2.0
10
0.5%
SMALLEST VALUES
0.0
213
10.8%
2.0
10
0.5%
5.0
430
21.8%
10.0
437
22.1%
11.0
15
0.8%
13.0
18
0.9%
15.0
280
14.2%
16.0
15
0.8%
17.0
14
0.7%
18.0
38
1.9%
20.0
314
15.9%
25.0
87
4.4%
30.0
88
4.5%
40.0
15
0.8%
LARGEST VALUES
40.0
15
0.8%
30.0
88
4.5%
25.0
87
4.4%
20.0
314
15.9%
18.0
38
1.9%
17.0
14
0.7%
16.0
15
0.8%
15.0
280
14.2%
13.0
18
0.9%
11.0
15
0.8%
10.0
437
22.1%
5.0
430
21.8%
2.0
10
0.5%
0.0
213
10.8%
attr1_2
MISSING:
933
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr7_2
0.84
attr1_3
0.79
attr1_1
0.77
attr7_3
0.76
attr1_s
0.75
attr4_2
0.66
attr4_3
0.59
attr2_2
0.58
sinc7_2
-0.57
sinc1_2
-0.54
amb1_2
-0.51
shar1_2
-0.51
attr4_1
0.51
shar1_s
-0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc3_2
0.57
attr3_2
0.54
fun3_2
0.53
amb3_2
0.52
satis_2
0.52
intel3_2
0.52
length
0.51
numdat_2
0.51
attr5_2
0.33
intel5_2
0.31
mn_sat
0.31
amb5_2
0.29
sinc5_2
0.28
fun5_2
0.28
MOST FREQUENT VALUES
20.0
1,454
19.5%
30.0
1,002
13.5%
25.0
669
9.0%
15.0
533
7.2%
40.0
451
6.1%
10.0
443
6.0%
50.0
425
5.7%
35.0
171
2.3%
60.0
163
2.2%
16.0
116
1.6%
16.67
114
1.5%
75.0
103
1.4%
17.0
102
1.4%
19.51
88
1.2%
70.0
76
1.0%
SMALLEST VALUES
5.0
22
0.3%
9.0
14
0.2%
10.0
443
6.0%
10.26
10
0.1%
11.9
10
0.1%
12.0
51
0.7%
12.5
20
0.3%
13.0
21
0.3%
13.33
30
0.4%
13.73
16
0.2%
13.95
16
0.2%
14.0
60
0.8%
14.29
52
0.7%
14.58
26
0.3%
14.81
40
0.5%
LARGEST VALUES
85.0
29
0.4%
80.0
20
0.3%
75.0
103
1.4%
70.0
76
1.0%
60.0
163
2.2%
55.0
37
0.5%
50.0
425
5.7%
45.0
18
0.2%
40.0
451
6.1%
35.71
10
0.1%
35.0
171
2.3%
30.0
1,002
13.5%
27.0
36
0.5%
26.32
20
0.3%
25.0
669
9.0%
sinc1_2
MISSING:
915
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc1_3
0.76
sinc7_2
0.74
sinc1_s
0.70
sinc7_3
0.69
sinc1_1
0.63
attr1_2
-0.54
attr7_2
-0.53
attr7_3
-0.53
attr1_3
-0.49
attr1_s
-0.42
attr1_1
-0.41
attr4_2
-0.38
sinc4_3
0.32
attr2_2
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc3_2
0.68
amb3_2
0.64
fun3_2
0.63
attr3_2
0.63
satis_2
0.63
intel3_2
0.62
length
0.62
numdat_2
0.61
mn_sat
0.38
sinc5_2
0.28
attr5_2
0.27
sinc3_3
0.26
fun5_2
0.25
sinc3_1
0.24
MOST FREQUENT VALUES
20.0
1,910
25.6%
10.0
1,258
16.9%
15.0
1,098
14.7%
5.0
463
6.2%
25.0
324
4.3%
30.0
288
3.9%
0.0
205
2.7%
18.0
135
1.8%
16.67
124
1.7%
18.75
74
1.0%
17.0
69
0.9%
16.0
65
0.9%
17.78
56
0.8%
19.0
52
0.7%
17.65
52
0.7%
SMALLEST VALUES
0.0
205
2.7%
1.0
41
0.5%
2.0
38
0.5%
3.0
9
0.1%
3.57
10
0.1%
4.0
10
0.1%
5.0
463
6.2%
8.0
28
0.4%
10.0
1,258
16.9%
11.11
20
0.3%
12.0
49
0.7%
12.2
30
0.4%
12.24
16
0.2%
13.0
29
0.4%
13.16
10
0.1%
LARGEST VALUES
50.0
19
0.3%
30.0
288
3.9%
29.0
21
0.3%
25.64
10
0.1%
25.0
324
4.3%
23.81
10
0.1%
22.22
35
0.5%
22.0
23
0.3%
21.95
32
0.4%
21.43
5
<0.1%
21.28
20
0.3%
21.05
40
0.5%
20.51
20
0.3%
20.45
10
0.1%
20.0
1,910
25.6%
intel1_2
MISSING:
915
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel7_2
0.63
intel1_3
0.59
intel1_1
0.54
intel7_3
0.52
intel1_s
0.52
attr1_2
-0.46
attr1_1
-0.37
amb2_3
-0.30
attr7_2
-0.27
intel2_2
0.25
reading
0.24
attr1_3
-0.22
attr2_2
-0.21
attr1_s
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun3_2
0.69
satis_2
0.68
sinc3_2
0.68
intel3_2
0.68
attr3_2
0.68
amb3_2
0.67
length
0.67
numdat_2
0.66
mn_sat
0.36
sinc5_2
0.30
attr5_2
0.30
fun5_2
0.29
intel5_2
0.29
amb5_2
0.28
MOST FREQUENT VALUES
20.0
2,283
30.6%
15.0
1,039
13.9%
10.0
882
11.8%
25.0
473
6.3%
30.0
358
4.8%
5.0
207
2.8%
18.0
188
2.5%
0.0
151
2.0%
19.0
120
1.6%
40.0
115
1.5%
16.67
98
1.3%
18.75
74
1.0%
17.0
69
0.9%
17.07
66
0.9%
16.0
64
0.9%
SMALLEST VALUES
0.0
151
2.0%
1.0
20
0.3%
2.0
29
0.4%
5.0
207
2.8%
7.0
21
0.3%
8.0
10
0.1%
10.0
882
11.8%
10.71
10
0.1%
11.0
18
0.2%
12.0
21
0.3%
12.12
10
0.1%
13.89
10
0.1%
13.95
10
0.1%
14.0
18
0.2%
14.29
5
<0.1%
LARGEST VALUES
40.0
115
1.5%
35.0
14
0.2%
30.0
358
4.8%
25.0
473
6.3%
23.81
16
0.2%
22.73
20
0.3%
22.5
40
0.5%
22.22
10
0.1%
22.0
9
0.1%
21.95
32
0.4%
21.88
20
0.3%
21.62
10
0.1%
21.05
40
0.5%
21.0
20
0.3%
20.83
30
0.4%
fun1_2
MISSING:
915
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun7_3
0.58
fun7_2
0.55
fun1_s
0.49
fun1_1
0.48
fun1_3
0.44
fun4_2
0.35
fun2_2
0.33
fun4_3
0.28
attr1_2
-0.26
intel7_3
-0.24
attr7_2
-0.23
fun4_1
0.23
attr2_2
-0.21
fun2_1
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun3_2
0.71
satis_2
0.71
attr3_2
0.70
amb3_2
0.69
intel3_2
0.69
length
0.69
sinc3_2
0.69
numdat_2
0.67
mn_sat
0.34
fun3_1
0.23
fun5_2
0.22
intel5_2
0.22
attr5_2
0.22
tvsports
0.20
MOST FREQUENT VALUES
20.0
2,193
29.4%
15.0
1,136
15.2%
10.0
1,057
14.2%
25.0
486
6.5%
30.0
339
4.5%
5.0
226
3.0%
18.0
150
2.0%
16.67
104
1.4%
16.0
103
1.4%
17.78
86
1.2%
15.69
82
1.1%
40.0
67
0.9%
18.37
62
0.8%
18.52
60
0.8%
17.0
59
0.8%
SMALLEST VALUES
0.0
22
0.3%
1.0
21
0.3%
3.0
10
0.1%
5.0
226
3.0%
8.0
21
0.3%
10.0
1,057
14.2%
11.11
30
0.4%
12.0
14
0.2%
12.5
40
0.5%
13.0
36
0.5%
13.33
5
<0.1%
13.95
10
0.1%
14.55
20
0.3%
14.58
42
0.6%
14.63
42
0.6%
LARGEST VALUES
50.0
10
0.1%
40.0
67
0.9%
35.0
18
0.2%
33.0
10
0.1%
30.0
339
4.5%
28.57
10
0.1%
28.0
18
0.2%
27.59
10
0.1%
27.03
10
0.1%
25.0
486
6.5%
23.26
10
0.1%
23.08
10
0.1%
23.0
38
0.5%
22.86
10
0.1%
22.22
20
0.3%
amb1_2
MISSING:
915
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb1_s
0.72
amb1_3
0.72
amb7_3
0.69
amb1_1
0.65
attr4_3
-0.57
attr1_2
-0.51
attr4_2
-0.50
attr1_3
-0.45
attr4_1
-0.44
attr1_1
-0.43
attr7_2
-0.43
attr7_3
-0.42
attr2_3
-0.40
attr1_s
-0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb3_2
0.54
attr3_2
0.54
satis_2
0.52
fun3_2
0.52
sinc3_2
0.51
intel3_2
0.51
length
0.50
numdat_2
0.49
mn_sat
0.36
amb3_1
0.27
amb7_2
0.25
attr5_2
0.21
shopping
0.21
amb3_s
0.20
MOST FREQUENT VALUES
10.0
2,249
30.1%
5.0
1,114
14.9%
0.0
894
12.0%
15.0
776
10.4%
20.0
429
5.7%
16.67
160
2.1%
16.0
110
1.5%
14.29
82
1.1%
11.11
66
0.9%
12.5
60
0.8%
13.0
57
0.8%
8.0
56
0.8%
15.69
56
0.8%
12.0
49
0.7%
14.89
46
0.6%
SMALLEST VALUES
0.0
894
12.0%
1.0
30
0.4%
2.0
29
0.4%
2.5
20
0.3%
2.56
10
0.1%
2.63
20
0.3%
3.0
41
0.5%
3.57
10
0.1%
4.0
31
0.4%
5.0
1,114
14.9%
5.41
10
0.1%
6.0
39
0.5%
6.06
10
0.1%
6.67
10
0.1%
7.0
39
0.5%
LARGEST VALUES
22.22
20
0.3%
20.0
429
5.7%
18.87
10
0.1%
18.75
26
0.3%
18.6
16
0.2%
18.52
20
0.3%
18.37
36
0.5%
18.18
20
0.3%
18.0
21
0.3%
17.86
20
0.3%
17.78
20
0.3%
17.65
26
0.3%
17.54
5
<0.1%
17.31
20
0.3%
17.02
30
0.4%
shar1_2
MISSING:
915
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar1_s
0.59
shar7_2
0.58
shar2_2
0.56
shar1_1
0.56
shar1_3
0.54
attr1_2
-0.51
shar7_3
0.45
attr1_s
-0.44
shar2_1
0.42
attr7_2
-0.41
attr1_3
-0.40
shar4_2
0.39
attr7_3
-0.38
attr1_1
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr3_2
0.56
sinc3_2
0.56
fun3_2
0.55
satis_2
0.55
intel3_2
0.55
amb3_2
0.54
length
0.54
numdat_2
0.53
mn_sat
0.36
amb5_2
0.24
fun5_2
0.22
attr5_2
0.21
sinc5_2
0.21
fun3_1
0.21
MOST FREQUENT VALUES
10.0
1,902
25.5%
15.0
1,025
13.7%
20.0
930
12.5%
5.0
742
9.9%
0.0
528
7.1%
25.0
247
3.3%
30.0
148
2.0%
14.58
116
1.6%
16.0
100
1.3%
14.29
92
1.2%
18.0
91
1.2%
17.0
89
1.2%
16.67
80
1.1%
17.07
66
0.9%
13.33
51
0.7%
SMALLEST VALUES
0.0
528
7.1%
1.0
30
0.4%
2.0
9
0.1%
3.45
10
0.1%
4.0
30
0.4%
4.76
10
0.1%
5.0
742
9.9%
5.56
20
0.3%
6.0
20
0.3%
6.67
10
0.1%
7.0
34
0.5%
7.14
16
0.2%
7.89
20
0.3%
8.0
21
0.3%
8.11
10
0.1%
LARGEST VALUES
35.0
22
0.3%
30.0
148
2.0%
29.0
15
0.2%
25.0
247
3.3%
22.5
20
0.3%
21.88
20
0.3%
21.21
10
0.1%
21.05
10
0.1%
20.0
930
12.5%
19.57
16
0.2%
19.0
7
<0.1%
18.37
26
0.3%
18.18
10
0.1%
18.0
91
1.2%
17.95
10
0.1%
attr4_2
MISSING:
2,603
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr4_3
0.85
attr4_1
0.78
attr2_3
0.67
attr1_2
0.66
attr2_2
0.65
attr1_3
0.62
amb1_3
-0.58
attr7_2
0.56
attr7_3
0.55
iid
0.54
attr1_1
0.53
pid
0.52
wave
0.52
amb1_2
-0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_2
0.81
attr5_2
0.81
fun5_2
0.81
amb5_2
0.81
intel5_2
0.81
attr5_1
0.70
fun5_1
0.69
sinc5_1
0.68
amb5_1
0.68
intel5_1
0.67
mn_sat
0.47
met
0.46
sinc3_2
0.42
fun5_3
0.41
MOST FREQUENT VALUES
30.0
834
14.4%
20.0
730
12.6%
40.0
710
12.3%
25.0
660
11.4%
9.0
527
9.1%
50.0
439
7.6%
10.0
387
6.7%
8.0
338
5.9%
15.0
212
3.7%
7.0
184
3.2%
60.0
142
2.5%
35.0
123
2.1%
17.0
101
1.7%
45.0
60
1.0%
70.0
51
0.9%
SMALLEST VALUES
6.0
36
0.6%
7.0
184
3.2%
8.0
338
5.9%
9.0
527
9.1%
10.0
387
6.7%
12.0
14
0.2%
15.0
212
3.7%
16.0
48
0.8%
17.0
101
1.7%
19.0
14
0.2%
20.0
730
12.6%
22.0
9
0.2%
23.0
21
0.4%
25.0
660
11.4%
30.0
834
14.4%
LARGEST VALUES
100.0
15
0.3%
85.0
29
0.5%
80.0
50
0.9%
75.0
6
0.1%
70.0
51
0.9%
60.0
142
2.5%
50.0
439
7.6%
45.0
60
1.0%
40.0
710
12.3%
37.0
21
0.4%
35.0
123
2.1%
32.0
14
0.2%
30.0
834
14.4%
25.0
660
11.4%
23.0
21
0.4%
sinc4_2
MISSING:
2,603
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc4_3
0.58
sinc4_1
0.53
intel4_2
0.52
sinc2_3
0.46
fun2_3
0.40
intel4_3
0.39
amb4_3
0.39
fun4_3
0.36
intel4_1
0.33
pid
0.33
wave
0.31
iid
0.31
attr7_2
-0.29
attr7_3
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_2
0.73
attr5_2
0.73
fun5_2
0.73
amb5_2
0.72
intel5_2
0.72
sinc5_1
0.59
fun5_1
0.59
amb5_1
0.59
attr5_1
0.58
intel5_1
0.58
mn_sat
0.48
met
0.43
sinc3_2
0.42
length
0.40
MOST FREQUENT VALUES
10.0
1,585
27.4%
15.0
920
15.9%
20.0
844
14.6%
8.0
434
7.5%
5.0
389
6.7%
7.0
352
6.1%
6.0
222
3.8%
0.0
195
3.4%
30.0
144
2.5%
9.0
132
2.3%
16.0
105
1.8%
25.0
88
1.5%
2.0
75
1.3%
17.0
71
1.2%
4.0
56
1.0%
SMALLEST VALUES
0.0
195
3.4%
1.0
20
0.3%
2.0
75
1.3%
3.0
45
0.8%
4.0
56
1.0%
5.0
389
6.7%
6.0
222
3.8%
7.0
352
6.1%
8.0
434
7.5%
9.0
132
2.3%
10.0
1,585
27.4%
12.0
18
0.3%
13.0
9
0.2%
15.0
920
15.9%
16.0
105
1.8%
LARGEST VALUES
35.0
21
0.4%
30.0
144
2.5%
25.0
88
1.5%
22.0
14
0.2%
20.0
844
14.6%
18.0
36
0.6%
17.0
71
1.2%
16.0
105
1.8%
15.0
920
15.9%
13.0
9
0.2%
12.0
18
0.3%
10.0
1,585
27.4%
9.0
132
2.3%
8.0
434
7.5%
7.0
352
6.1%
intel4_2
MISSING:
2,603
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel4_3
0.58
sinc4_2
0.52
intel4_1
0.51
sinc4_3
0.45
sinc4_1
0.44
fun4_3
0.43
fun2_3
0.43
shar4_3
0.43
intel2_3
0.38
amb4_2
0.36
sinc2_3
0.36
pid
0.33
amb4_1
0.32
iid
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_2
0.77
sinc5_2
0.77
intel5_2
0.76
amb5_2
0.76
fun5_2
0.76
attr5_1
0.63
intel5_1
0.62
sinc5_1
0.62
amb5_1
0.62
fun5_1
0.62
mn_sat
0.52
met
0.44
sinc3_2
0.42
fun3_2
0.42
MOST FREQUENT VALUES
10.0
1,515
26.2%
15.0
995
17.2%
20.0
989
17.1%
5.0
440
7.6%
8.0
387
6.7%
7.0
343
5.9%
6.0
251
4.3%
9.0
128
2.2%
0.0
98
1.7%
17.0
90
1.6%
16.0
84
1.5%
4.0
72
1.2%
18.0
63
1.1%
25.0
52
0.9%
2.0
49
0.8%
SMALLEST VALUES
0.0
98
1.7%
1.0
38
0.7%
2.0
49
0.8%
3.0
14
0.2%
4.0
72
1.2%
5.0
440
7.6%
6.0
251
4.3%
7.0
343
5.9%
8.0
387
6.7%
9.0
128
2.2%
10.0
1,515
26.2%
11.0
21
0.4%
12.0
9
0.2%
13.0
9
0.2%
14.0
18
0.3%
LARGEST VALUES
40.0
21
0.4%
35.0
9
0.2%
30.0
48
0.8%
25.0
52
0.9%
20.0
989
17.1%
19.0
32
0.6%
18.0
63
1.1%
17.0
90
1.6%
16.0
84
1.5%
15.0
995
17.2%
14.0
18
0.3%
13.0
9
0.2%
12.0
9
0.2%
11.0
21
0.4%
10.0
1,515
26.2%
fun4_2
MISSING:
2,603
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun4_3
0.75
fun4_1
0.68
fun7_3
0.50
fun2_3
0.45
amb2_3
0.40
fun2_2
0.36
intel4_3
0.35
fun1_2
0.35
amb1_2
-0.34
iid
0.33
pid
0.32
shar4_3
0.32
amb1_3
-0.32
fun7_2
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_2
0.80
sinc5_2
0.79
intel5_2
0.79
fun5_2
0.79
amb5_2
0.79
sinc5_1
0.65
intel5_1
0.64
amb5_1
0.64
attr5_1
0.64
fun5_1
0.64
mn_sat
0.51
met
0.46
sinc3_2
0.43
length
0.42
MOST FREQUENT VALUES
20.0
1,388
24.0%
10.0
1,033
17.9%
15.0
820
14.2%
8.0
553
9.6%
25.0
398
6.9%
7.0
338
5.9%
9.0
295
5.1%
30.0
262
4.5%
5.0
207
3.6%
17.0
93
1.6%
16.0
65
1.1%
18.0
54
0.9%
6.0
50
0.9%
40.0
50
0.9%
19.0
44
0.8%
SMALLEST VALUES
0.0
34
0.6%
5.0
207
3.6%
6.0
50
0.9%
7.0
338
5.9%
8.0
553
9.6%
9.0
295
5.1%
10.0
1,033
17.9%
12.0
23
0.4%
13.0
14
0.2%
15.0
820
14.2%
16.0
65
1.1%
17.0
93
1.6%
18.0
54
0.9%
19.0
44
0.8%
20.0
1,388
24.0%
LARGEST VALUES
50.0
15
0.3%
40.0
50
0.9%
33.0
10
0.2%
30.0
262
4.5%
25.0
398
6.9%
22.0
15
0.3%
21.0
14
0.2%
20.0
1,388
24.0%
19.0
44
0.8%
18.0
54
0.9%
17.0
93
1.6%
16.0
65
1.1%
15.0
820
14.2%
13.0
14
0.2%
12.0
23
0.4%
amb4_2
MISSING:
2,603
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb4_3
0.56
amb4_1
0.49
amb7_3
0.47
attr7_2
-0.39
sinc4_3
0.38
sinc7_2
0.37
intel4_2
0.36
shar4_2
0.34
attr7_3
-0.31
intel4_1
0.29
sinc2_3
0.29
fun2_3
0.28
sinc4_2
0.27
attr1_3
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intel5_2
0.63
amb5_2
0.63
attr5_2
0.63
sinc5_2
0.63
fun5_2
0.62
mn_sat
0.57
attr5_1
0.51
amb5_1
0.51
fun5_1
0.51
intel5_1
0.50
sinc5_1
0.49
sinc3_2
0.39
fun3_2
0.38
amb3_2
0.38
MOST FREQUENT VALUES
10.0
1,763
30.5%
5.0
862
14.9%
15.0
543
9.4%
0.0
467
8.1%
20.0
355
6.1%
7.0
344
6.0%
6.0
246
4.3%
9.0
236
4.1%
8.0
202
3.5%
3.0
124
2.1%
4.0
120
2.1%
16.0
86
1.5%
2.0
77
1.3%
12.0
66
1.1%
30.0
63
1.1%
SMALLEST VALUES
0.0
467
8.1%
1.0
20
0.3%
2.0
77
1.3%
3.0
124
2.1%
4.0
120
2.1%
5.0
862
14.9%
6.0
246
4.3%
7.0
344
6.0%
8.0
202
3.5%
9.0
236
4.1%
10.0
1,763
30.5%
11.0
14
0.2%
12.0
66
1.1%
13.0
14
0.2%
14.0
15
0.3%
LARGEST VALUES
35.0
18
0.3%
30.0
63
1.1%
27.0
21
0.4%
25.0
30
0.5%
20.0
355
6.1%
18.0
54
0.9%
17.0
35
0.6%
16.0
86
1.5%
15.0
543
9.4%
14.0
15
0.3%
13.0
14
0.2%
12.0
66
1.1%
11.0
14
0.2%
10.0
1,763
30.5%
9.0
236
4.1%
shar4_2
MISSING:
2,603
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar4_3
0.58
shar4_1
0.50
shar2_2
0.46
shar1_2
0.39
shar2_3
0.38
shar7_2
0.38
amb4_2
0.34
sinc4_3
0.33
fun4_3
0.33
fun2_3
0.31
sinc4_1
0.27
attr1_s
-0.26
sinc2_3
0.26
intel4_3
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb5_2
0.70
intel5_2
0.70
fun5_2
0.70
attr5_2
0.70
sinc5_2
0.69
fun5_1
0.57
intel5_1
0.56
amb5_1
0.56
mn_sat
0.55
attr5_1
0.55
sinc5_1
0.55
met
0.45
fun3_2
0.41
sinc3_2
0.41
MOST FREQUENT VALUES
10.0
1,462
25.3%
20.0
839
14.5%
15.0
822
14.2%
5.0
515
8.9%
7.0
499
8.6%
8.0
293
5.1%
0.0
288
5.0%
6.0
238
4.1%
9.0
230
4.0%
17.0
89
1.5%
18.0
82
1.4%
16.0
79
1.4%
25.0
57
1.0%
1.0
48
0.8%
30.0
46
0.8%
SMALLEST VALUES
0.0
288
5.0%
1.0
48
0.8%
2.0
43
0.7%
4.0
40
0.7%
5.0
515
8.9%
6.0
238
4.1%
7.0
499
8.6%
8.0
293
5.1%
9.0
230
4.0%
10.0
1,462
25.3%
12.0
38
0.7%
14.0
15
0.3%
15.0
822
14.2%
16.0
79
1.4%
17.0
89
1.5%
LARGEST VALUES
40.0
22
0.4%
35.0
15
0.3%
30.0
46
0.8%
25.0
57
1.0%
21.0
15
0.3%
20.0
839
14.5%
18.0
82
1.4%
17.0
89
1.5%
16.0
79
1.4%
15.0
822
14.2%
14.0
15
0.3%
12.0
38
0.7%
10.0
1,462
25.3%
9.0
230
4.0%
8.0
293
5.1%
attr2_2
MISSING:
2,603
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr2_3
0.78
attr2_1
0.74
attr4_3
0.65
attr4_2
0.65
intel2_2
-0.64
sinc2_2
-0.62
attr1_2
0.58
amb2_2
-0.54
attr4_1
0.53
attr1_3
0.52
shar2_2
-0.47
attr7_2
0.47
attr7_3
0.46
sinc2_1
-0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_2
0.74
fun5_2
0.73
intel5_2
0.73
attr5_2
0.73
amb5_2
0.72
attr5_1
0.59
sinc5_1
0.59
fun5_1
0.58
amb5_1
0.57
intel5_1
0.57
mn_sat
0.49
sinc3_2
0.44
amb3_2
0.43
fun3_2
0.43
MOST FREQUENT VALUES
30.0
797
13.8%
20.0
642
11.1%
25.0
601
10.4%
40.0
518
9.0%
50.0
440
7.6%
15.0
283
4.9%
60.0
191
3.3%
35.0
157
2.7%
70.0
116
2.0%
16.67
103
1.8%
18.0
101
1.7%
10.0
94
1.6%
45.0
61
1.1%
20.51
56
1.0%
20.45
56
1.0%
SMALLEST VALUES
0.0
10
0.2%
10.0
94
1.6%
11.54
20
0.3%
12.77
36
0.6%
13.0
20
0.3%
13.04
10
0.2%
13.16
10
0.2%
13.46
16
0.3%
13.64
16
0.3%
13.95
16
0.3%
14.0
9
0.2%
14.29
30
0.5%
14.55
16
0.3%
14.89
10
0.2%
15.0
283
4.9%
LARGEST VALUES
85.0
9
0.2%
80.0
17
0.3%
75.0
47
0.8%
70.0
116
2.0%
65.0
18
0.3%
60.0
191
3.3%
55.0
14
0.2%
50.0
440
7.6%
45.0
61
1.1%
40.0
518
9.0%
38.46
20
0.3%
38.1
21
0.4%
36.36
21
0.4%
35.0
157
2.7%
33.33
21
0.4%
sinc2_2
MISSING:
2,603
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr2_2
-0.62
attr2_1
-0.52
sinc2_1
0.48
attr2_3
-0.45
intel2_1
0.38
sinc2_3
0.34
attr4_2
-0.33
intel2_2
0.33
attr4_3
-0.31
attr4_1
-0.30
attr1_2
-0.30
attr7_2
-0.24
fun2_3
-0.24
sinc1_2
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_2
0.47
fun5_2
0.47
attr5_2
0.47
intel5_2
0.47
amb5_2
0.46
numdat_2
0.44
sinc3_2
0.43
intel3_2
0.43
amb3_2
0.43
length
0.43
fun3_2
0.43
attr3_2
0.42
satis_2
0.42
attr3_s
0.39
MOST FREQUENT VALUES
10.0
1,272
22.0%
20.0
1,129
19.5%
15.0
693
12.0%
5.0
480
8.3%
0.0
200
3.5%
18.18
143
2.5%
16.67
123
2.1%
2.0
94
1.6%
30.0
83
1.4%
25.0
78
1.4%
16.28
72
1.2%
18.0
70
1.2%
19.15
62
1.1%
17.0
60
1.0%
11.11
55
1.0%
SMALLEST VALUES
0.0
200
3.5%
1.0
18
0.3%
2.0
94
1.6%
3.0
9
0.2%
5.0
480
8.3%
5.26
20
0.3%
7.69
20
0.3%
8.33
20
0.3%
9.09
20
0.3%
9.52
21
0.4%
10.0
1,272
22.0%
10.53
10
0.2%
10.81
20
0.3%
11.11
55
1.0%
11.36
10
0.2%
LARGEST VALUES
40.0
15
0.3%
30.0
83
1.4%
25.0
78
1.4%
20.51
20
0.3%
20.41
20
0.3%
20.0
1,129
19.5%
19.61
5
<0.1%
19.57
36
0.6%
19.51
20
0.3%
19.23
52
0.9%
19.15
62
1.1%
19.0
39
0.7%
18.92
10
0.2%
18.75
26
0.5%
18.6
16
0.3%
intel2_2
MISSING:
2,603
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr2_2
-0.64
intel2_1
0.56
attr2_1
-0.53
attr2_3
-0.50
attr4_3
-0.35
intel2_3
0.34
intel7_3
0.33
sinc2_2
0.33
attr4_2
-0.31
intel1_s
0.31
pid
-0.30
attr1_2
-0.30
attr4_1
-0.30
wave
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_2
0.49
fun5_2
0.49
attr5_2
0.49
intel5_2
0.49
amb5_2
0.48
amb3_2
0.47
intel3_2
0.47
attr3_s
0.46
attr3_2
0.46
intel3_s
0.46
length
0.45
sinc3_2
0.45
numdat_2
0.45
amb3_s
0.45
MOST FREQUENT VALUES
10.0
1,534
26.6%
15.0
822
14.2%
20.0
815
14.1%
5.0
408
7.1%
16.67
119
2.1%
16.0
108
1.9%
25.0
90
1.6%
0.0
80
1.4%
30.0
73
1.3%
13.95
72
1.2%
16.28
68
1.2%
15.38
56
1.0%
17.0
54
0.9%
17.31
53
0.9%
14.29
53
0.9%
SMALLEST VALUES
0.0
80
1.4%
2.0
27
0.5%
3.0
14
0.2%
4.0
20
0.3%
5.0
408
7.1%
5.56
21
0.4%
7.0
41
0.7%
8.33
20
0.3%
9.09
21
0.4%
10.0
1,534
26.6%
10.81
20
0.3%
11.11
14
0.2%
11.36
10
0.2%
12.0
37
0.6%
12.24
20
0.3%
LARGEST VALUES
30.77
20
0.3%
30.0
73
1.3%
25.0
90
1.6%
22.0
21
0.4%
21.05
30
0.5%
20.45
32
0.6%
20.0
815
14.1%
19.57
16
0.3%
19.51
20
0.3%
19.23
20
0.3%
19.15
30
0.5%
19.0
39
0.7%
18.92
20
0.3%
18.75
40
0.7%
18.42
16
0.3%
fun2_2
MISSING:
2,603
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun2_1
0.50
fun2_3
0.49
fun7_3
0.39
fun4_2
0.36
fun7_2
0.34
fun1_2
0.33
fun1_3
0.24
amb2_2
-0.24
attr1_2
-0.23
amb2_1
-0.23
attr4_2
-0.22
amb2_3
-0.22
fun4_3
0.22
sinc1_2
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_2
0.61
fun5_2
0.61
sinc5_2
0.61
amb5_2
0.60
intel5_2
0.60
attr3_2
0.48
amb3_2
0.48
sinc3_2
0.47
length
0.47
intel3_2
0.46
numdat_2
0.46
fun3_2
0.46
satis_2
0.45
amb5_1
0.44
MOST FREQUENT VALUES
20.0
1,445
25.0%
15.0
779
13.5%
10.0
707
12.2%
25.0
524
9.1%
30.0
241
4.2%
16.67
159
2.8%
18.18
153
2.6%
5.0
122
2.1%
18.0
116
2.0%
0.0
73
1.3%
15.38
68
1.2%
20.93
68
1.2%
16.0
64
1.1%
40.0
64
1.1%
18.37
57
1.0%
SMALLEST VALUES
0.0
73
1.3%
2.0
20
0.3%
5.0
122
2.1%
7.69
20
0.3%
10.0
707
12.2%
11.0
21
0.4%
12.0
6
0.1%
12.2
20
0.3%
13.0
9
0.2%
14.89
16
0.3%
15.0
779
13.5%
15.22
10
0.2%
15.38
68
1.2%
15.91
42
0.7%
16.0
64
1.1%
LARGEST VALUES
40.0
64
1.1%
33.33
21
0.4%
30.0
241
4.2%
26.32
20
0.3%
25.0
524
9.1%
24.39
10
0.2%
22.73
10
0.2%
22.22
14
0.2%
22.0
14
0.2%
21.74
20
0.3%
21.62
40
0.7%
21.28
10
0.2%
21.05
30
0.5%
21.0
15
0.3%
20.93
68
1.2%
amb2_2
MISSING:
2,603
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb2_1
0.65
amb2_3
0.62
attr2_2
-0.54
attr2_3
-0.50
attr2_1
-0.43
pid
-0.35
fun2_3
-0.33
attr4_3
-0.32
wave
-0.32
iid
-0.30
intel2_2
0.28
pf_o_amb
0.26
attr4_2
-0.26
intel4_2
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mn_sat
0.42
amb3_2
0.41
numdat_2
0.41
sinc3_2
0.41
intel3_2
0.41
attr3_s
0.40
attr3_2
0.40
fun3_2
0.40
length
0.40
attr5_2
0.39
satis_2
0.39
intel5_2
0.39
sinc5_2
0.38
fun5_2
0.38
MOST FREQUENT VALUES
10.0
1,593
27.6%
5.0
777
13.5%
15.0
697
12.1%
20.0
391
6.8%
0.0
298
5.2%
16.67
144
2.5%
15.91
86
1.5%
3.0
82
1.4%
13.95
62
1.1%
14.89
56
1.0%
16.0
55
1.0%
14.0
55
1.0%
19.23
52
0.9%
12.5
51
0.9%
18.18
46
0.8%
SMALLEST VALUES
0.0
298
5.2%
1.0
18
0.3%
2.0
14
0.2%
3.0
82
1.4%
4.35
20
0.3%
4.55
21
0.4%
4.76
21
0.4%
5.0
777
13.5%
7.0
21
0.4%
7.69
20
0.3%
8.0
15
0.3%
8.11
30
0.5%
9.3
16
0.3%
10.0
1,593
27.6%
10.53
20
0.3%
LARGEST VALUES
50.0
21
0.4%
40.0
20
0.3%
30.0
42
0.7%
25.0
35
0.6%
22.22
20
0.3%
22.0
9
0.2%
21.28
16
0.3%
20.93
10
0.2%
20.41
10
0.2%
20.0
391
6.8%
19.57
10
0.2%
19.23
52
0.9%
19.15
10
0.2%
19.0
9
0.2%
18.92
20
0.3%
shar2_2
MISSING:
2,603
(31%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar1_2
0.56
shar2_1
0.55
shar2_3
0.52
shar1_s
0.49
attr4_2
-0.49
attr1_2
-0.48
attr2_2
-0.47
shar4_2
0.46
shar7_2
0.43
shar1_1
0.41
attr1_s
-0.39
attr1_3
-0.39
attr4_3
-0.37
attr4_1
-0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_2
0.46
intel5_2
0.45
amb5_2
0.45
sinc5_2
0.45
fun5_2
0.44
sinc3_2
0.44
attr3_2
0.44
amb3_2
0.44
length
0.43
fun3_2
0.43
satis_2
0.43
numdat_2
0.43
intel3_2
0.42
mn_sat
0.40
MOST FREQUENT VALUES
10.0
1,517
26.3%
15.0
815
14.1%
20.0
746
12.9%
5.0
456
7.9%
0.0
303
5.2%
16.67
163
2.8%
16.0
100
1.7%
25.0
96
1.7%
13.95
88
1.5%
15.38
84
1.5%
13.64
83
1.4%
17.39
77
1.3%
15.91
70
1.2%
16.33
56
1.0%
18.0
51
0.9%
SMALLEST VALUES
0.0
303
5.2%
1.0
18
0.3%
2.0
23
0.4%
3.0
20
0.3%
4.0
20
0.3%
5.0
456
7.9%
7.69
20
0.3%
8.0
10
0.2%
9.09
20
0.3%
10.0
1,517
26.3%
10.53
20
0.3%
10.64
26
0.5%
11.0
18
0.3%
11.11
20
0.3%
11.63
10
0.2%
LARGEST VALUES
30.0
18
0.3%
25.0
96
1.7%
23.0
21
0.4%
20.0
746
12.9%
19.15
30
0.5%
18.92
30
0.5%
18.87
25
0.4%
18.6
16
0.3%
18.42
16
0.3%
18.37
16
0.3%
18.18
36
0.6%
18.0
51
0.9%
17.78
5
<0.1%
17.39
77
1.3%
17.07
16
0.3%
attr3_2
MISSING:
915
(11%)
TOP CATEGORIES
7.0
2,608
35%
8.0
2,137
29%
6.0
1,040
14%
9.0
573
8%
5.0
488
7%
10.0
280
4%
4.0
201
3%
3.0
111
1%
2.0
25
<1%
ALL
7,463
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
attr3_2
PROVIDES INFORMATION ON...
length
0.36
attr5_2
0.32
attr3_1
0.30
intel3_2
0.30
numdat_2
0.29
fun3_2
0.28
amb3_2
0.24
sinc3_2
0.24
attr3_3
0.23
attr3_s
0.23
satis_2
0.20
attr5_3
0.16
attr5_1
0.16
mn_sat
0.15

THESE FEATURES
GIVE INFORMATION
ON attr3_2:
fun3_2
0.29
attr3_1
0.28
intel3_2
0.28
attr5_2
0.27
amb3_2
0.27
sinc3_2
0.24
satis_2
0.24
length
0.20
numdat_2
0.19
attr3_3
0.19
attr3_s
0.19
mn_sat
0.16
attr5_1
0.15
fun5_2
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr3_2
CORRELATION RATIO WITH...
fun1_2
0.70
intel1_2
0.68
sinc1_2
0.63
shar1_2
0.56
attr1_2
0.54
amb1_2
0.54
fun2_2
0.48
intel2_2
0.46
shar2_2
0.44
sinc2_2
0.42
fun4_2
0.41
intel4_2
0.40
amb2_2
0.40
attr2_2
0.40
sinc3_2
MISSING:
915
(11%)
TOP CATEGORIES
8.0
2,078
28%
9.0
1,874
25%
7.0
1,615
22%
10.0
982
13%
6.0
423
6%
5.0
252
3%
4.0
119
2%
3.0
64
<1%
2.0
56
<1%
ALL
7,463
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sinc3_2
PROVIDES INFORMATION ON...
length
0.35
numdat_2
0.30
intel3_2
0.30
attr3_2
0.24
fun3_2
0.23
amb3_2
0.22
sinc5_2
0.21
sinc3_1
0.20
satis_2
0.19
sinc3_3
0.16
mn_sat
0.14
num_in_3
0.13
intel5_2
0.12
attr5_2
0.11

THESE FEATURES
GIVE INFORMATION
ON sinc3_2:
intel3_2
0.27
fun3_2
0.24
amb3_2
0.24
attr3_2
0.24
satis_2
0.22
length
0.19
numdat_2
0.19
sinc5_2
0.18
sinc3_1
0.18
mn_sat
0.15
sinc3_3
0.13
intel5_2
0.10
fun5_2
0.10
attr5_2
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc3_2
CORRELATION RATIO WITH...
fun1_2
0.69
sinc1_2
0.68
intel1_2
0.68
attr1_2
0.57
shar1_2
0.56
amb1_2
0.51
fun2_2
0.47
intel2_2
0.45
shar2_2
0.44
attr2_2
0.44
sinc2_2
0.43
fun4_2
0.43
sinc4_2
0.42
intel4_2
0.42
intel3_2
MISSING:
915
(11%)
TOP CATEGORIES
8.0
2,430
33%
9.0
2,216
30%
7.0
1,245
17%
10.0
1,039
14%
6.0
369
5%
5.0
128
2%
4.0
36
<1%
ALL
7,463
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
intel3_2
PROVIDES INFORMATION ON...
length
0.34
numdat_2
0.29
attr3_2
0.28
fun3_2
0.27
sinc3_2
0.27
intel3_1
0.26
amb3_2
0.26
intel5_2
0.19
satis_2
0.19
intel3_3
0.16
intel3_s
0.15
mn_sat
0.14
attr5_2
0.12
sinc5_2
0.11

THESE FEATURES
GIVE INFORMATION
ON intel3_2:
fun3_2
0.31
amb3_2
0.30
sinc3_2
0.30
attr3_2
0.30
satis_2
0.23
intel3_1
0.23
length
0.21
numdat_2
0.20
intel5_2
0.17
mn_sat
0.17
intel3_3
0.14
intel3_s
0.12
attr5_2
0.11
sinc5_2
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intel3_2
CORRELATION RATIO WITH...
fun1_2
0.69
intel1_2
0.68
sinc1_2
0.62
shar1_2
0.55
attr1_2
0.52
amb1_2
0.51
intel2_2
0.47
fun2_2
0.46
sinc2_2
0.43
shar2_2
0.42
fun4_2
0.42
amb2_2
0.41
attr2_2
0.41
intel4_2
0.40
fun3_2
MISSING:
915
(11%)
TOP CATEGORIES
8.0
2,098
28%
7.0
1,924
26%
9.0
1,470
20%
6.0
675
9%
10.0
655
9%
5.0
342
5%
4.0
135
2%
3.0
93
1%
2.0
53
<1%
1.0
18
<1%
ALL
7,463
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
fun3_2
PROVIDES INFORMATION ON...
length
0.35
intel3_2
0.31
numdat_2
0.30
attr3_2
0.29
fun3_1
0.26
amb3_2
0.25
fun5_2
0.25
sinc3_2
0.24
satis_2
0.21
fun3_3
0.20
fun3_s
0.18
mn_sat
0.15
fun5_1
0.15
attr5_2
0.14

THESE FEATURES
GIVE INFORMATION
ON fun3_2:
attr3_2
0.28
intel3_2
0.27
amb3_2
0.26
fun3_1
0.25
sinc3_2
0.23
satis_2
0.23
fun5_2
0.21
length
0.19
numdat_2
0.18
fun3_3
0.16
mn_sat
0.16
fun3_s
0.14
fun5_1
0.14
attr5_2
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun3_2
CORRELATION RATIO WITH...
fun1_2
0.71
intel1_2
0.69
sinc1_2
0.63
shar1_2
0.55
attr1_2
0.53
amb1_2
0.52
fun2_2
0.46
intel2_2
0.45
shar2_2
0.43
attr2_2
0.43
sinc2_2
0.43
intel4_2
0.42
fun4_2
0.42
shar4_2
0.41
amb3_2
MISSING:
915
(11%)
TOP CATEGORIES
8.0
1,847
25%
7.0
1,590
21%
9.0
1,497
20%
6.0
890
12%
10.0
766
10%
5.0
396
5%
4.0
201
3%
3.0
159
2%
2.0
117
2%
ALL
7,463
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
amb3_2
PROVIDES INFORMATION ON...
length
0.34
intel3_2
0.30
numdat_2
0.30
amb3_1
0.27
attr3_2
0.27
fun3_2
0.26
sinc3_2
0.24
amb3_s
0.21
satis_2
0.19
amb5_2
0.18
mn_sat
0.17
intel5_2
0.12
you_call
0.11
attr5_2
0.11

THESE FEATURES
GIVE INFORMATION
ON amb3_2:
amb3_1
0.26
intel3_2
0.26
fun3_2
0.25
attr3_2
0.24
sinc3_2
0.22
satis_2
0.19
length
0.17
numdat_2
0.17
mn_sat
0.17
amb3_s
0.16
amb5_2
0.14
intel5_2
0.09
fun5_2
0.09
amb5_1
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb3_2
CORRELATION RATIO WITH...
fun1_2
0.69
intel1_2
0.67
sinc1_2
0.64
shar1_2
0.54
amb1_2
0.54
attr1_2
0.52
fun2_2
0.48
intel2_2
0.47
shar2_2
0.44
sinc2_2
0.43
attr2_2
0.43
fun4_2
0.42
intel4_2
0.42
amb2_2
0.41
attr5_2
MISSING:
4,001
(48%)
TOP CATEGORIES
7.0
1,598
37%
8.0
1,040
24%
6.0
827
19%
5.0
331
8%
9.0
237
5%
4.0
107
2%
3.0
104
2%
10.0
78
2%
2.0
55
1%
ALL
4,377
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
attr5_2
PROVIDES INFORMATION ON...
intel5_2
0.53
fun5_2
0.50
sinc5_2
0.49
amb5_2
0.49
attr5_1
0.43
attr5_3
0.33
intel5_1
0.32
sinc5_1
0.31
fun5_1
0.31
amb5_1
0.30
amb7_2
0.27
attr3_2
0.27
mn_sat
0.24
fun5_3
0.21

THESE FEATURES
GIVE INFORMATION
ON attr5_2:
fun5_2
0.53
intel5_2
0.51
sinc5_2
0.51
amb5_2
0.51
attr5_1
0.47
fun5_1
0.36
amb5_1
0.35
sinc5_1
0.34
intel5_1
0.33
attr3_2
0.32
mn_sat
0.31
attr5_3
0.20
attr3_1
0.16
fun3_2
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_2
CORRELATION RATIO WITH...
attr4_2
0.81
fun4_2
0.80
intel4_2
0.77
sinc4_2
0.73
attr2_2
0.73
iid
0.72
pid
0.72
wave
0.71
shar4_2
0.70
fun4_1
0.68
attr4_1
0.68
amb4_2
0.63
fun2_2
0.61
intel4_1
0.60
sinc5_2
MISSING:
4,001
(48%)
TOP CATEGORIES
8.0
1,346
31%
7.0
912
21%
6.0
730
17%
9.0
627
14%
10.0
352
8%
5.0
199
5%
3.0
90
2%
4.0
81
2%
2.0
40
<1%
ALL
4,377
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sinc5_2
PROVIDES INFORMATION ON...
intel5_2
0.53
attr5_2
0.51
fun5_2
0.49
amb5_2
0.49
sinc5_1
0.36
intel5_1
0.34
fun5_1
0.33
attr5_1
0.32
amb5_1
0.31
sinc5_3
0.26
mn_sat
0.25
amb7_2
0.24
attr5_3
0.22
fun5_3
0.21

THESE FEATURES
GIVE INFORMATION
ON sinc5_2:
fun5_2
0.50
intel5_2
0.50
attr5_2
0.49
amb5_2
0.49
sinc5_1
0.39
fun5_1
0.36
amb5_1
0.34
intel5_1
0.34
attr5_1
0.33
mn_sat
0.31
sinc3_2
0.21
sinc5_3
0.16
fun5_3
0.13
attr5_3
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_2
CORRELATION RATIO WITH...
attr4_2
0.81
fun4_2
0.79
intel4_2
0.77
attr2_2
0.74
sinc4_2
0.73
iid
0.72
pid
0.72
wave
0.71
shar4_2
0.69
attr4_1
0.68
fun4_1
0.67
amb4_2
0.63
intel4_1
0.61
fun2_2
0.61
intel5_2
MISSING:
4,001
(48%)
TOP CATEGORIES
8.0
1,440
33%
7.0
1,005
23%
9.0
988
23%
6.0
419
10%
10.0
362
8%
5.0
113
3%
4.0
32
<1%
2.0
18
<1%
ALL
4,377
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
intel5_2
PROVIDES INFORMATION ON...
amb5_2
0.52
attr5_2
0.51
sinc5_2
0.50
fun5_2
0.48
intel5_1
0.38
sinc5_1
0.32
attr5_1
0.31
fun5_1
0.30
amb5_1
0.30
intel5_3
0.26
mn_sat
0.24
amb7_2
0.24
met
0.21
amb5_3
0.21

THESE FEATURES
GIVE INFORMATION
ON intel5_2:
amb5_2
0.55
sinc5_2
0.53
attr5_2
0.53
fun5_2
0.51
intel5_1
0.40
sinc5_1
0.36
fun5_1
0.35
amb5_1
0.35
attr5_1
0.35
mn_sat
0.32
intel3_2
0.19
intel5_3
0.16
amb5_3
0.14
sinc5_3
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intel5_2
CORRELATION RATIO WITH...
attr4_2
0.81
fun4_2
0.79
intel4_2
0.76
attr2_2
0.73
sinc4_2
0.72
iid
0.72
pid
0.72
wave
0.71
shar4_2
0.70
fun4_1
0.68
attr4_1
0.68
amb4_2
0.63
fun2_2
0.60
intel4_1
0.60
fun5_2
MISSING:
4,001
(48%)
TOP CATEGORIES
8.0
1,109
25%
7.0
1,096
25%
6.0
730
17%
9.0
542
12%
10.0
396
9%
5.0
274
6%
4.0
116
3%
2.0
76
2%
3.0
38
<1%
ALL
4,377
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
fun5_2
PROVIDES INFORMATION ON...
attr5_2
0.53
intel5_2
0.51
amb5_2
0.50
sinc5_2
0.50
fun5_1
0.40
intel5_1
0.32
attr5_1
0.32
sinc5_1
0.32
amb5_1
0.31
fun5_3
0.27
amb7_2
0.26
mn_sat
0.26
met
0.22
intel5_3
0.22

THESE FEATURES
GIVE INFORMATION
ON fun5_2:
attr5_2
0.50
amb5_2
0.50
sinc5_2
0.49
intel5_2
0.48
fun5_1
0.43
attr5_1
0.33
amb5_1
0.33
sinc5_1
0.33
intel5_1
0.31
mn_sat
0.31
fun3_2
0.25
fun5_3
0.16
attr3_2
0.13
intel5_3
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun5_2
CORRELATION RATIO WITH...
attr4_2
0.81
fun4_2
0.79
intel4_2
0.76
attr2_2
0.73
sinc4_2
0.73
iid
0.72
pid
0.72
wave
0.71
shar4_2
0.70
fun4_1
0.68
attr4_1
0.68
amb4_2
0.62
fun2_2
0.61
intel4_1
0.61
amb5_2
MISSING:
4,001
(48%)
TOP CATEGORIES
7.0
1,147
26%
8.0
1,027
23%
6.0
708
16%
9.0
676
15%
5.0
344
8%
10.0
327
7%
4.0
115
3%
2.0
33
<1%
ALL
4,377
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
amb5_2
PROVIDES INFORMATION ON...
intel5_2
0.55
attr5_2
0.51
fun5_2
0.50
sinc5_2
0.49
amb5_1
0.34
intel5_1
0.33
fun5_1
0.31
attr5_1
0.31
sinc5_1
0.30
amb5_3
0.25
mn_sat
0.25
amb7_2
0.25
met
0.21
sinc5_3
0.21

THESE FEATURES
GIVE INFORMATION
ON amb5_2:
intel5_2
0.52
fun5_2
0.50
sinc5_2
0.49
attr5_2
0.49
amb5_1
0.38
fun5_1
0.34
intel5_1
0.33
attr5_1
0.33
sinc5_1
0.32
mn_sat
0.31
amb3_2
0.18
amb5_3
0.16
sinc5_3
0.12
attr5_3
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb5_2
CORRELATION RATIO WITH...
attr4_2
0.81
fun4_2
0.79
intel4_2
0.76
sinc4_2
0.72
attr2_2
0.72
iid
0.72
pid
0.72
wave
0.71
shar4_2
0.70
fun4_1
0.68
attr4_1
0.67
amb4_2
0.63
fun2_2
0.60
intel4_1
0.60
you_call
MISSING:
4,404
(53%)
TOP CATEGORIES
0.0
2,430
61%
1.0
841
21%
2.0
402
10%
4.0
104
3%
3.0
95
2%
5.0
41
1%
6.0
33
<1%
8.0
18
<1%
21.0
10
<1%
ALL
3,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
you_call
PROVIDES INFORMATION ON...
num_in_3
0.24
date_3
0.24
numdat_3
0.21
attr3_3
0.14
sinc3_3
0.14
intel3_3
0.14
fun3_3
0.14
them_cal
0.13
attr5_3
0.11
intel5_3
0.11
fun5_3
0.11
amb5_3
0.10
sinc5_3
0.10
mn_sat
0.06

THESE FEATURES
GIVE INFORMATION
ON you_call:
sinc3_3
0.31
attr3_3
0.31
fun3_3
0.30
intel3_3
0.28
numdat_3
0.16
mn_sat
0.16
date_3
0.16
attr5_3
0.15
them_cal
0.15
fun5_3
0.15
amb5_3
0.14
intel5_3
0.14
sinc5_3
0.14
satis_2
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
you_call
CORRELATION RATIO WITH...
attr1_3
0.54
amb3_3
0.48
fun1_3
0.48
amb2_3
0.44
intel2_3
0.43
intel1_3
0.43
attr4_3
0.41
attr7_3
0.41
fun4_3
0.40
sinc2_3
0.38
shar1_3
0.37
fun2_3
0.37
intel4_3
0.36
shar4_3
0.36
them_cal
MISSING:
4,404
(53%)
TOP CATEGORIES
0.0
1,975
50%
1.0
1,059
27%
2.0
458
12%
4.0
208
5%
3.0
189
5%
5.0
46
1%
9.0
21
<1%
6.0
18
<1%
ALL
3,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
them_cal
PROVIDES INFORMATION ON...
num_in_3
0.44
date_3
0.42
numdat_3
0.34
intel3_3
0.17
attr3_3
0.17
sinc3_3
0.17
fun3_3
0.17
you_call
0.15
sinc5_3
0.13
intel5_3
0.13
fun5_3
0.12
amb5_3
0.12
attr5_3
0.12
mn_sat
0.07

THESE FEATURES
GIVE INFORMATION
ON them_cal:
fun3_3
0.31
sinc3_3
0.30
attr3_3
0.30
intel3_3
0.30
date_3
0.23
numdat_3
0.21
mn_sat
0.15
sinc5_3
0.15
amb5_3
0.14
fun5_3
0.14
intel5_3
0.14
attr5_3
0.13
num_in_3
0.13
you_call
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
them_cal
CORRELATION RATIO WITH...
amb3_3
0.56
fun1_3
0.56
intel1_3
0.55
amb1_3
0.50
sinc1_3
0.50
intel4_3
0.49
shar1_3
0.48
fun2_3
0.47
attr2_3
0.47
attr1_3
0.47
sinc4_3
0.46
fun4_3
0.46
intel2_3
0.45
shar4_3
0.43
date_3
MISSING:
4,404
(53%)
TOP CATEGORIES
0.0
2,476
62%
1.0
1,498
38%
ALL
3,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
date_3
PROVIDES INFORMATION ON...
numdat_3
0.57
num_in_3
0.26
them_cal
0.23
you_call
0.16
intel3_3
0.11
attr3_3
0.11
sinc3_3
0.11
fun3_3
0.10
sinc5_3
0.08
intel5_3
0.07
fun5_3
0.07
attr5_3
0.07
amb5_3
0.07
mn_sat
0.02

THESE FEATURES
GIVE INFORMATION
ON date_3:
numdat_3
0.65
them_cal
0.42
intel3_3
0.35
sinc3_3
0.34
attr3_3
0.34
fun3_3
0.34
you_call
0.24
sinc5_3
0.16
fun5_3
0.16
intel5_3
0.15
attr5_3
0.15
amb5_3
0.14
num_in_3
0.14
mn_sat
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
date_3
CORRELATION RATIO WITH...
fun1_3
0.48
amb3_3
0.44
intel1_3
0.44
shar1_3
0.43
intel2_3
0.43
fun2_3
0.42
fun4_3
0.42
sinc1_3
0.42
intel4_3
0.40
amb2_3
0.40
sinc4_3
0.39
attr1_3
0.39
shar4_3
0.37
fun7_3
0.37
numdat_3
MISSING:
6,882
(82%)
TOP CATEGORIES
1.0
888
59%
0.0
293
20%
2.0
181
12%
4.0
63
4%
3.0
50
3%
9.0
21
1%
ALL
1,496
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
numdat_3
PROVIDES INFORMATION ON...
date_3
0.65
num_in_3
0.25
them_cal
0.21
you_call
0.16
attr5_3
0.15
intel5_3
0.14
fun5_3
0.14
sinc5_3
0.14
amb5_3
0.14
attr3_3
0.11
fun3_3
0.10
intel3_3
0.10
sinc3_3
0.10
mn_sat
0.05

THESE FEATURES
GIVE INFORMATION
ON numdat_3:
date_3
0.57
them_cal
0.34
fun3_3
0.31
attr3_3
0.31
sinc3_3
0.29
intel3_3
0.28
attr5_3
0.27
fun5_3
0.26
amb5_3
0.25
intel5_3
0.25
sinc5_3
0.25
you_call
0.21
mn_sat
0.20
fun5_2
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
numdat_3
CORRELATION RATIO WITH...
intel2_3
0.53
fun2_3
0.53
fun4_3
0.53
amb2_3
0.51
intel4_3
0.50
sinc4_3
0.50
shar4_3
0.48
fun7_3
0.47
attr4_3
0.47
intel7_3
0.46
attr2_3
0.46
sinc2_3
0.43
amb4_3
0.43
attr7_3
0.43
num_in_3
MISSING:
7,710
(92%)
TOP CATEGORIES
1.0
430
64%
0.0
159
24%
2.0
61
9%
4.0
18
3%
ALL
668
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
num_in_3
PROVIDES INFORMATION ON...
date_3
0.14
them_cal
0.13
numdat_3
0.12
you_call
0.09
fun5_3
0.07
amb5_3
0.07
sinc5_3
0.07
attr5_3
0.07
intel5_3
0.06
fun3_3
0.05
sinc3_3
0.05
intel3_3
0.04
attr3_3
0.04
mn_sat
0.02

THESE FEATURES
GIVE INFORMATION
ON num_in_3:
them_cal
0.44
fun3_3
0.27
fun5_3
0.27
sinc3_3
0.27
amb5_3
0.27
date_3
0.26
sinc5_3
0.25
numdat_3
0.25
attr5_3
0.25
intel3_3
0.24
you_call
0.24
intel5_3
0.23
attr3_3
0.23
mn_sat
0.19

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
num_in_3
CORRELATION RATIO WITH...
fun2_3
0.39
intel2_3
0.38
intel4_3
0.37
intel7_3
0.34
fun4_3
0.33
attr2_3
0.32
attr7_3
0.31
attr4_3
0.31
shar4_3
0.30
fun7_3
0.30
amb7_3
0.30
amb4_3
0.29
shar7_3
0.29
sinc4_3
0.26
attr1_3
MISSING:
4,404
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr7_2
0.88
attr7_3
0.84
attr1_2
0.79
attr1_1
0.73
attr1_s
0.72
attr4_3
0.66
sinc7_2
-0.64
attr4_2
0.62
attr2_3
0.58
amb1_3
-0.56
sinc1_s
-0.54
amb7_3
-0.54
shar1_3
-0.52
attr2_2
0.52

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc3_3
0.82
attr3_3
0.81
intel3_3
0.80
fun3_3
0.80
amb5_3
0.57
fun5_3
0.56
attr5_3
0.56
sinc5_3
0.56
intel5_3
0.55
you_call
0.54
them_cal
0.47
date_3
0.39
mn_sat
0.35
numdat_3
0.33
MOST FREQUENT VALUES
20.0
696
17.5%
15.0
434
10.9%
30.0
380
9.6%
50.0
290
7.3%
25.0
286
7.2%
10.0
262
6.6%
40.0
240
6.0%
16.67
136
3.4%
15.22
82
2.1%
18.0
81
2.0%
60.0
67
1.7%
16.33
56
1.4%
5.0
56
1.4%
35.0
55
1.4%
70.0
47
1.2%
SMALLEST VALUES
0.0
10
0.3%
5.0
56
1.4%
9.0
14
0.4%
9.52
5
0.1%
10.0
262
6.6%
10.87
16
0.4%
11.36
5
0.1%
11.9
16
0.4%
12.96
5
0.1%
13.0
14
0.4%
13.33
16
0.4%
13.64
10
0.3%
13.73
20
0.5%
14.29
26
0.7%
14.55
10
0.3%
LARGEST VALUES
80.0
18
0.5%
75.0
9
0.2%
70.0
47
1.2%
60.0
67
1.7%
50.0
290
7.3%
45.0
28
0.7%
40.0
240
6.0%
35.0
55
1.4%
33.0
9
0.2%
30.0
380
9.6%
25.0
286
7.2%
23.26
10
0.3%
22.5
40
1.0%
22.0
18
0.5%
20.93
10
0.3%
sinc1_3
MISSING:
4,404
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc7_2
0.78
sinc7_3
0.77
sinc1_2
0.76
sinc1_1
0.69
sinc1_s
0.62
attr7_2
-0.54
attr1_3
-0.50
attr1_2
-0.47
attr7_3
-0.45
attr1_s
-0.43
attr1_1
-0.41
sinc4_3
0.39
attr4_2
-0.30
shar1_s
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc3_3
0.87
attr3_3
0.86
fun3_3
0.86
intel3_3
0.85
fun5_3
0.55
attr5_3
0.55
amb5_3
0.55
sinc5_3
0.55
intel5_3
0.54
them_cal
0.50
date_3
0.42
numdat_3
0.40
you_call
0.35
mn_sat
0.35
MOST FREQUENT VALUES
20.0
859
21.6%
10.0
663
16.7%
15.0
598
15.0%
25.0
205
5.2%
30.0
203
5.1%
5.0
188
4.7%
0.0
145
3.6%
16.67
102
2.6%
18.0
87
2.2%
16.0
56
1.4%
17.39
52
1.3%
18.37
52
1.3%
16.33
50
1.3%
20.93
46
1.2%
14.81
40
1.0%
SMALLEST VALUES
0.0
145
3.6%
2.0
18
0.5%
5.0
188
4.7%
10.0
663
16.7%
14.0
10
0.3%
14.58
36
0.9%
14.81
40
1.0%
15.0
598
15.0%
15.22
30
0.8%
15.56
32
0.8%
15.69
36
0.9%
15.91
20
0.5%
16.0
56
1.4%
16.33
50
1.3%
16.67
102
2.6%
LARGEST VALUES
65.0
9
0.2%
50.0
25
0.6%
35.0
21
0.5%
30.0
203
5.1%
25.0
205
5.2%
22.73
10
0.3%
22.0
14
0.4%
21.74
20
0.5%
21.62
30
0.8%
21.28
5
0.1%
20.93
46
1.2%
20.83
20
0.5%
20.0
859
21.6%
19.61
40
1.0%
19.57
16
0.4%
intel1_3
MISSING:
4,404
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel1_1
0.63
intel7_3
0.60
intel1_2
0.59
intel1_s
0.49
attr1_s
-0.31
expnum
-0.27
attr1_3
-0.26
intel7_2
0.26
intel4_3
0.24
attr1_1
-0.22
attr7_3
-0.21
intel2_3
0.21
reading
0.19
amb4_2
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr3_3
0.94
fun3_3
0.93
intel3_3
0.92
sinc3_3
0.92
them_cal
0.55
fun5_3
0.53
attr5_3
0.53
intel5_3
0.53
sinc5_3
0.53
amb5_3
0.53
date_3
0.44
you_call
0.43
numdat_3
0.37
mn_sat
0.35
MOST FREQUENT VALUES
20.0
1,254
31.6%
10.0
438
11.0%
15.0
407
10.2%
25.0
390
9.8%
30.0
270
6.8%
16.67
162
4.1%
18.0
146
3.7%
17.39
68
1.7%
40.0
63
1.6%
19.61
56
1.4%
18.37
52
1.3%
20.45
36
0.9%
18.87
36
0.9%
18.6
36
0.9%
17.78
32
0.8%
SMALLEST VALUES
0.0
21
0.5%
5.0
19
0.5%
10.0
438
11.0%
13.0
21
0.5%
15.0
407
10.2%
15.69
20
0.5%
15.91
10
0.3%
16.28
10
0.3%
16.33
30
0.8%
16.67
162
4.1%
17.0
10
0.3%
17.02
10
0.3%
17.31
32
0.8%
17.39
68
1.7%
17.5
20
0.5%
LARGEST VALUES
45.0
18
0.5%
40.0
63
1.6%
35.0
18
0.5%
30.0
270
6.8%
25.0
390
9.8%
22.5
20
0.5%
22.0
18
0.5%
21.74
20
0.5%
21.62
30
0.8%
20.93
21
0.5%
20.45
36
0.9%
20.41
20
0.5%
20.0
1,254
31.6%
19.61
56
1.4%
19.57
30
0.8%
fun1_3
MISSING:
4,404
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun7_3
0.65
fun7_2
0.47
fun1_1
0.45
fun1_2
0.44
fun1_s
0.39
attr7_2
-0.26
intel7_2
0.26
attr2_3
-0.25
attr2_2
-0.24
fun2_2
0.24
attr1_3
-0.24
attr4_3
-0.21
expnum
0.21
fun4_3
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun3_3
0.93
sinc3_3
0.93
attr3_3
0.92
intel3_3
0.92
them_cal
0.56
fun5_3
0.53
amb5_3
0.52
intel5_3
0.52
attr5_3
0.52
sinc5_3
0.52
you_call
0.48
date_3
0.48
numdat_3
0.42
mn_sat
0.33
MOST FREQUENT VALUES
20.0
973
24.5%
15.0
748
18.8%
10.0
698
17.6%
5.0
145
3.6%
30.0
133
3.3%
25.0
103
2.6%
16.67
102
2.6%
18.0
84
2.1%
17.0
62
1.6%
17.65
56
1.4%
16.0
55
1.4%
15.22
46
1.2%
18.37
46
1.2%
18.52
45
1.1%
16.33
36
0.9%
SMALLEST VALUES
0.0
12
0.3%
3.0
10
0.3%
5.0
145
3.6%
7.5
20
0.5%
10.0
698
17.6%
10.81
10
0.3%
10.87
20
0.5%
12.0
14
0.4%
12.5
20
0.5%
13.46
10
0.3%
13.95
10
0.3%
14.0
18
0.5%
14.81
10
0.3%
14.89
5
0.1%
15.0
748
18.8%
LARGEST VALUES
30.0
133
3.3%
25.0
103
2.6%
22.0
18
0.5%
20.93
15
0.4%
20.83
20
0.5%
20.45
16
0.4%
20.41
20
0.5%
20.0
973
24.5%
19.61
20
0.5%
19.57
16
0.4%
19.51
20
0.5%
19.23
16
0.4%
19.05
5
0.1%
19.0
14
0.4%
18.75
36
0.9%
amb1_3
MISSING:
4,404
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb1_2
0.72
amb1_s
0.71
amb7_3
0.69
amb1_1
0.68
attr4_1
-0.62
attr4_3
-0.61
attr4_2
-0.58
attr1_3
-0.56
attr7_2
-0.54
attr7_3
-0.53
attr2_3
-0.50
attr1_2
-0.48
attr1_1
-0.48
attr1_s
-0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr3_3
0.82
sinc3_3
0.82
intel3_3
0.82
fun3_3
0.82
them_cal
0.50
attr5_3
0.38
fun5_3
0.38
amb5_3
0.36
mn_sat
0.36
sinc5_3
0.36
intel5_3
0.36
date_3
0.36
numdat_3
0.35
you_call
0.34
MOST FREQUENT VALUES
10.0
967
24.3%
15.0
605
15.2%
5.0
590
14.8%
0.0
428
10.8%
20.0
218
5.5%
16.67
86
2.2%
17.0
69
1.7%
17.39
66
1.7%
18.37
50
1.3%
15.69
40
1.0%
14.58
36
0.9%
15.91
35
0.9%
16.0
35
0.9%
15.22
32
0.8%
11.63
32
0.8%
SMALLEST VALUES
0.0
428
10.8%
2.0
9
0.2%
3.0
24
0.6%
4.0
21
0.5%
5.0
590
14.8%
6.98
5
0.1%
7.0
9
0.2%
7.32
20
0.5%
8.0
21
0.5%
9.0
18
0.5%
9.3
10
0.3%
9.8
20
0.5%
10.0
967
24.3%
10.81
20
0.5%
11.11
16
0.4%
LARGEST VALUES
30.0
8
0.2%
22.5
20
0.5%
20.0
218
5.5%
19.57
20
0.5%
19.23
10
0.3%
19.05
21
0.5%
18.75
20
0.5%
18.52
25
0.6%
18.37
50
1.3%
18.0
10
0.3%
17.78
16
0.4%
17.65
16
0.4%
17.39
66
1.7%
17.31
16
0.4%
17.0
69
1.7%
shar1_3
MISSING:
4,404
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar7_3
0.76
shar7_2
0.70
shar1_2
0.54
attr1_3
-0.52
shar1_s
0.52
shar1_1
0.51
shar2_3
0.51
attr7_3
-0.46
attr1_2
-0.44
attr7_2
-0.44
attr4_3
-0.42
attr1_1
-0.37
attr2_3
-0.37
attr1_s
-0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc3_3
0.83
intel3_3
0.82
attr3_3
0.82
fun3_3
0.82
sinc5_3
0.50
amb5_3
0.49
attr5_3
0.49
fun5_3
0.49
them_cal
0.48
intel5_3
0.47
date_3
0.43
mn_sat
0.41
numdat_3
0.38
you_call
0.37
MOST FREQUENT VALUES
10.0
799
20.1%
20.0
584
14.7%
15.0
566
14.2%
5.0
508
12.8%
0.0
261
6.6%
16.67
148
3.7%
25.0
69
1.7%
18.0
62
1.6%
17.39
58
1.5%
14.29
57
1.4%
12.0
42
1.1%
15.38
42
1.1%
15.22
40
1.0%
13.73
36
0.9%
15.56
32
0.8%
SMALLEST VALUES
0.0
261
6.6%
4.0
28
0.7%
4.65
10
0.3%
5.0
508
12.8%
6.12
20
0.5%
7.5
20
0.5%
8.0
18
0.5%
9.3
10
0.3%
10.0
799
20.1%
10.42
20
0.5%
10.81
20
0.5%
10.87
20
0.5%
11.0
18
0.5%
11.36
16
0.4%
12.0
42
1.1%
LARGEST VALUES
55.0
14
0.4%
30.0
19
0.5%
25.0
69
1.7%
23.0
18
0.5%
20.0
584
14.7%
18.6
16
0.4%
18.18
5
0.1%
18.0
62
1.6%
17.78
16
0.4%
17.65
20
0.5%
17.39
58
1.5%
17.07
20
0.5%
17.02
10
0.3%
17.0
10
0.3%
16.98
16
0.4%
attr7_3
MISSING:
6,362
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr7_2
0.87
attr1_3
0.84
attr1_2
0.76
attr4_3
0.65
attr1_s
0.64
attr1_1
0.63
amb7_3
-0.56
sinc7_3
-0.55
attr4_2
0.55
attr2_3
0.55
sinc7_2
-0.53
sinc1_2
-0.53
amb1_3
-0.53
shar7_3
-0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb5_3
0.86
intel5_3
0.85
sinc5_3
0.85
attr5_3
0.85
fun5_3
0.85
sinc3_3
0.59
intel3_3
0.57
fun3_3
0.54
attr3_3
0.54
mn_sat
0.49
numdat_3
0.43
intel5_2
0.43
sinc5_2
0.43
attr5_2
0.43
MOST FREQUENT VALUES
20.0
400
19.8%
30.0
274
13.6%
40.0
189
9.4%
25.0
188
9.3%
50.0
179
8.9%
15.0
163
8.1%
10.0
139
6.9%
60.0
119
5.9%
70.0
114
5.7%
35.0
50
2.5%
18.0
42
2.1%
0.0
24
1.2%
75.0
19
0.9%
27.0
18
0.9%
45.0
18
0.9%
SMALLEST VALUES
0.0
24
1.2%
5.0
14
0.7%
9.0
14
0.7%
10.0
139
6.9%
15.0
163
8.1%
16.0
14
0.7%
18.0
42
2.1%
19.0
18
0.9%
20.0
400
19.8%
22.0
14
0.7%
25.0
188
9.3%
27.0
18
0.9%
30.0
274
13.6%
35.0
50
2.5%
40.0
189
9.4%
LARGEST VALUES
80.0
6
0.3%
75.0
19
0.9%
70.0
114
5.7%
60.0
119
5.9%
50.0
179
8.9%
45.0
18
0.9%
40.0
189
9.4%
35.0
50
2.5%
30.0
274
13.6%
27.0
18
0.9%
25.0
188
9.3%
22.0
14
0.7%
20.0
400
19.8%
19.0
18
0.9%
18.0
42
2.1%
sinc7_3
MISSING:
6,362
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc1_3
0.77
sinc7_2
0.71
sinc1_2
0.69
sinc1_1
0.67
sinc1_s
0.62
attr7_3
-0.55
attr7_2
-0.54
attr1_2
-0.48
attr1_3
-0.46
attr1_1
-0.45
attr1_s
-0.45
sinc4_3
0.41
shar1_s
0.36
attr4_2
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_3
0.86
amb5_3
0.85
intel5_3
0.85
fun5_3
0.84
sinc5_3
0.83
sinc3_3
0.57
intel3_3
0.56
attr3_3
0.56
mn_sat
0.53
fun3_3
0.51
attr5_1
0.45
amb5_2
0.43
sinc5_2
0.42
sinc5_1
0.42
MOST FREQUENT VALUES
20.0
495
24.6%
10.0
394
19.5%
15.0
353
17.5%
30.0
184
9.1%
0.0
183
9.1%
5.0
163
8.1%
25.0
99
4.9%
40.0
41
2.0%
18.0
35
1.7%
8.0
21
1.0%
14.0
21
1.0%
19.0
18
0.9%
60.0
9
0.4%
SMALLEST VALUES
0.0
183
9.1%
5.0
163
8.1%
8.0
21
1.0%
10.0
394
19.5%
14.0
21
1.0%
15.0
353
17.5%
18.0
35
1.7%
19.0
18
0.9%
20.0
495
24.6%
25.0
99
4.9%
30.0
184
9.1%
40.0
41
2.0%
60.0
9
0.4%
LARGEST VALUES
60.0
9
0.4%
40.0
41
2.0%
30.0
184
9.1%
25.0
99
4.9%
20.0
495
24.6%
19.0
18
0.9%
18.0
35
1.7%
15.0
353
17.5%
14.0
21
1.0%
10.0
394
19.5%
8.0
21
1.0%
5.0
163
8.1%
0.0
183
9.1%
intel7_3
MISSING:
6,362
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel1_3
0.60
intel1_2
0.52
intel7_2
0.39
intel2_3
0.38
attr7_3
-0.34
intel2_2
0.33
intel1_1
0.33
intel1_s
0.32
attr1_3
-0.31
intel4_3
0.30
attr1_s
-0.27
attr2_3
-0.26
intel2_1
0.25
fun1_2
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun5_3
0.90
sinc5_3
0.90
attr5_3
0.90
intel5_3
0.89
amb5_3
0.88
intel3_3
0.57
fun3_3
0.56
sinc3_3
0.56
attr3_3
0.56
mn_sat
0.51
fun5_2
0.47
numdat_3
0.46
attr5_2
0.46
amb5_1
0.45
MOST FREQUENT VALUES
20.0
573
28.4%
10.0
474
23.5%
15.0
326
16.2%
30.0
177
8.8%
25.0
136
6.7%
5.0
100
5.0%
0.0
85
4.2%
18.0
35
1.7%
19.0
32
1.6%
13.0
21
1.0%
28.0
18
0.9%
22.0
18
0.9%
45.0
15
0.7%
40.0
6
0.3%
SMALLEST VALUES
0.0
85
4.2%
5.0
100
5.0%
10.0
474
23.5%
13.0
21
1.0%
15.0
326
16.2%
18.0
35
1.7%
19.0
32
1.6%
20.0
573
28.4%
22.0
18
0.9%
25.0
136
6.7%
28.0
18
0.9%
30.0
177
8.8%
40.0
6
0.3%
45.0
15
0.7%
LARGEST VALUES
45.0
15
0.7%
40.0
6
0.3%
30.0
177
8.8%
28.0
18
0.9%
25.0
136
6.7%
22.0
18
0.9%
20.0
573
28.4%
19.0
32
1.6%
18.0
35
1.7%
15.0
326
16.2%
13.0
21
1.0%
10.0
474
23.5%
5.0
100
5.0%
0.0
85
4.2%
fun7_3
MISSING:
6,362
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun1_3
0.65
fun1_2
0.58
fun4_2
0.50
fun1_s
0.49
fun4_3
0.46
fun7_2
0.39
fun2_2
0.39
fun1_1
0.31
attr4_2
-0.30
fun4_1
0.28
attr7_3
-0.26
attr7_2
-0.25
attr2_1
-0.25
attr2_2
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun5_3
0.91
intel5_3
0.91
sinc5_3
0.90
amb5_3
0.90
attr5_3
0.90
fun3_3
0.58
intel3_3
0.58
sinc3_3
0.58
attr3_3
0.56
mn_sat
0.49
numdat_3
0.47
amb5_1
0.46
fun5_2
0.46
sinc5_2
0.45
MOST FREQUENT VALUES
20.0
642
31.8%
10.0
502
24.9%
15.0
308
15.3%
5.0
111
5.5%
25.0
108
5.4%
30.0
94
4.7%
18.0
42
2.1%
0.0
37
1.8%
22.0
36
1.8%
17.0
35
1.7%
35.0
27
1.3%
40.0
22
1.1%
19.0
14
0.7%
7.0
14
0.7%
13.0
14
0.7%
SMALLEST VALUES
0.0
37
1.8%
3.0
10
0.5%
5.0
111
5.5%
7.0
14
0.7%
10.0
502
24.9%
13.0
14
0.7%
15.0
308
15.3%
17.0
35
1.7%
18.0
42
2.1%
19.0
14
0.7%
20.0
642
31.8%
22.0
36
1.8%
25.0
108
5.4%
30.0
94
4.7%
35.0
27
1.3%
LARGEST VALUES
40.0
22
1.1%
35.0
27
1.3%
30.0
94
4.7%
25.0
108
5.4%
22.0
36
1.8%
20.0
642
31.8%
19.0
14
0.7%
18.0
42
2.1%
17.0
35
1.7%
15.0
308
15.3%
13.0
14
0.7%
10.0
502
24.9%
7.0
14
0.7%
5.0
111
5.5%
3.0
10
0.5%
amb7_3
MISSING:
6,362
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb1_3
0.69
amb1_2
0.69
attr7_3
-0.56
attr1_3
-0.54
attr7_2
-0.53
amb1_s
0.53
attr1_2
-0.49
amb4_2
0.47
attr4_3
-0.46
amb1_1
0.45
attr4_2
-0.43
attr1_s
-0.42
attr1_1
-0.38
sinc4_3
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb5_3
0.79
fun5_3
0.79
attr5_3
0.78
sinc5_3
0.77
intel5_3
0.76
mn_sat
0.56
attr3_3
0.52
intel3_3
0.52
fun3_3
0.50
sinc3_3
0.50
attr5_2
0.44
fun5_2
0.42
intel5_2
0.41
amb5_2
0.40
MOST FREQUENT VALUES
10.0
590
29.3%
0.0
509
25.2%
5.0
385
19.1%
15.0
309
15.3%
20.0
93
4.6%
3.0
24
1.2%
17.0
21
1.0%
14.0
21
1.0%
9.0
18
0.9%
7.0
14
0.7%
13.0
14
0.7%
30.0
9
0.4%
2.0
9
0.4%
SMALLEST VALUES
0.0
509
25.2%
2.0
9
0.4%
3.0
24
1.2%
5.0
385
19.1%
7.0
14
0.7%
9.0
18
0.9%
10.0
590
29.3%
13.0
14
0.7%
14.0
21
1.0%
15.0
309
15.3%
17.0
21
1.0%
20.0
93
4.6%
30.0
9
0.4%
LARGEST VALUES
30.0
9
0.4%
20.0
93
4.6%
17.0
21
1.0%
15.0
309
15.3%
14.0
21
1.0%
13.0
14
0.7%
10.0
590
29.3%
9.0
18
0.9%
7.0
14
0.7%
5.0
385
19.1%
3.0
24
1.2%
2.0
9
0.4%
0.0
509
25.2%
shar7_3
MISSING:
6,362
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar1_3
0.76
shar7_2
0.69
attr7_2
-0.56
shar4_3
0.52
attr7_3
-0.51
shar2_3
0.51
attr4_3
-0.49
shar1_2
0.45
attr1_2
-0.43
shar1_s
0.43
attr1_3
-0.42
attr2_3
-0.41
attr4_2
-0.39
attr1_s
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_3
0.81
fun5_3
0.80
amb5_3
0.80
intel5_3
0.79
attr5_3
0.79
mn_sat
0.56
intel3_3
0.52
sinc3_3
0.51
fun3_3
0.49
attr3_3
0.48
numdat_3
0.43
fun5_2
0.42
amb5_1
0.41
amb5_2
0.39
MOST FREQUENT VALUES
10.0
445
22.1%
20.0
423
21.0%
0.0
316
15.7%
5.0
284
14.1%
15.0
252
12.5%
25.0
104
5.2%
14.0
35
1.7%
18.0
30
1.5%
30.0
28
1.4%
17.0
21
1.0%
27.0
18
0.9%
12.0
18
0.9%
9.0
18
0.9%
55.0
14
0.7%
4.0
10
0.5%
SMALLEST VALUES
0.0
316
15.7%
4.0
10
0.5%
5.0
284
14.1%
9.0
18
0.9%
10.0
445
22.1%
12.0
18
0.9%
14.0
35
1.7%
15.0
252
12.5%
17.0
21
1.0%
18.0
30
1.5%
20.0
423
21.0%
25.0
104
5.2%
27.0
18
0.9%
30.0
28
1.4%
55.0
14
0.7%
LARGEST VALUES
55.0
14
0.7%
30.0
28
1.4%
27.0
18
0.9%
25.0
104
5.2%
20.0
423
21.0%
18.0
30
1.5%
17.0
21
1.0%
15.0
252
12.5%
14.0
35
1.7%
12.0
18
0.9%
10.0
445
22.1%
9.0
18
0.9%
5.0
284
14.1%
4.0
10
0.5%
0.0
316
15.7%
attr4_3
MISSING:
5,419
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr4_2
0.85
attr2_3
0.85
attr4_1
0.82
attr1_3
0.66
attr7_3
0.65
attr2_2
0.65
iid
0.61
amb1_3
-0.61
pid
0.60
wave
0.59
attr7_2
0.59
attr1_2
0.59
amb1_2
-0.57
amb1_s
-0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun5_3
0.88
attr5_3
0.88
intel5_3
0.88
sinc5_3
0.87
amb5_3
0.87
sinc3_3
0.65
intel3_3
0.65
attr3_3
0.63
fun3_3
0.62
mn_sat
0.48
numdat_3
0.47
sinc5_2
0.43
attr5_2
0.43
them_cal
0.42
MOST FREQUENT VALUES
20.0
375
12.7%
30.0
371
12.5%
40.0
281
9.5%
25.0
279
9.4%
9.0
261
8.8%
10.0
259
8.8%
8.0
193
6.5%
50.0
182
6.2%
7.0
180
6.1%
60.0
139
4.7%
15.0
122
4.1%
6.0
50
1.7%
80.0
44
1.5%
18.0
39
1.3%
45.0
31
1.0%
SMALLEST VALUES
0.0
9
0.3%
6.0
50
1.7%
7.0
180
6.1%
8.0
193
6.5%
9.0
261
8.8%
10.0
259
8.8%
15.0
122
4.1%
17.0
21
0.7%
18.0
39
1.3%
19.0
21
0.7%
20.0
375
12.7%
22.0
14
0.5%
25.0
279
9.4%
30.0
371
12.5%
35.0
18
0.6%
LARGEST VALUES
80.0
44
1.5%
75.0
21
0.7%
70.0
28
0.9%
60.0
139
4.7%
50.0
182
6.2%
45.0
31
1.0%
40.0
281
9.5%
37.0
21
0.7%
35.0
18
0.6%
30.0
371
12.5%
25.0
279
9.4%
22.0
14
0.5%
20.0
375
12.7%
19.0
21
0.7%
18.0
39
1.3%
sinc4_3
MISSING:
5,419
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc4_2
0.58
sinc4_1
0.55
sinc2_3
0.53
attr7_3
-0.46
intel4_2
0.45
intel4_1
0.45
attr7_2
-0.43
sinc7_3
0.41
sinc1_3
0.39
intel4_3
0.39
amb4_2
0.38
sinc7_2
0.38
amb7_3
0.38
shar2_3
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_3
0.81
fun5_3
0.79
amb5_3
0.79
intel5_3
0.79
sinc5_3
0.79
attr3_3
0.68
intel3_3
0.66
sinc3_3
0.66
fun3_3
0.66
numdat_3
0.50
them_cal
0.46
mn_sat
0.44
date_3
0.39
you_call
0.32
MOST FREQUENT VALUES
10.0
795
26.9%
15.0
448
15.1%
20.0
385
13.0%
7.0
354
12.0%
5.0
260
8.8%
8.0
147
5.0%
9.0
143
4.8%
0.0
138
4.7%
6.0
128
4.3%
3.0
40
1.4%
16.0
35
1.2%
18.0
21
0.7%
4.0
20
0.7%
30.0
18
0.6%
22.0
18
0.6%
SMALLEST VALUES
0.0
138
4.7%
3.0
40
1.4%
4.0
20
0.7%
5.0
260
8.8%
6.0
128
4.3%
7.0
354
12.0%
8.0
147
5.0%
9.0
143
4.8%
10.0
795
26.9%
15.0
448
15.1%
16.0
35
1.2%
18.0
21
0.7%
20.0
385
13.0%
22.0
18
0.6%
30.0
18
0.6%
LARGEST VALUES
40.0
9
0.3%
30.0
18
0.6%
22.0
18
0.6%
20.0
385
13.0%
18.0
21
0.7%
16.0
35
1.2%
15.0
448
15.1%
10.0
795
26.9%
9.0
143
4.8%
8.0
147
5.0%
7.0
354
12.0%
6.0
128
4.3%
5.0
260
8.8%
4.0
20
0.7%
3.0
40
1.4%
intel4_3
MISSING:
5,419
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel2_3
0.71
intel4_1
0.60
intel4_2
0.58
sinc4_3
0.39
sinc4_2
0.39
fun4_1
0.37
sinc2_3
0.36
fun4_2
0.35
iid
0.33
pid
0.32
wave
0.31
intel7_3
0.30
fun4_3
0.30
sinc4_1
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_3
0.84
fun5_3
0.84
sinc5_3
0.84
intel5_3
0.83
amb5_3
0.83
attr3_3
0.67
intel3_3
0.67
sinc3_3
0.66
fun3_3
0.66
numdat_3
0.50
them_cal
0.49
mn_sat
0.46
date_3
0.40
fun5_2
0.38
MOST FREQUENT VALUES
10.0
659
22.3%
20.0
533
18.0%
15.0
433
14.6%
7.0
351
11.9%
5.0
274
9.3%
6.0
193
6.5%
8.0
161
5.4%
0.0
93
3.1%
9.0
61
2.1%
25.0
60
2.0%
17.0
42
1.4%
11.0
21
0.7%
30.0
21
0.7%
16.0
21
0.7%
3.0
20
0.7%
SMALLEST VALUES
0.0
93
3.1%
3.0
20
0.7%
4.0
16
0.5%
5.0
274
9.3%
6.0
193
6.5%
7.0
351
11.9%
8.0
161
5.4%
9.0
61
2.1%
10.0
659
22.3%
11.0
21
0.7%
15.0
433
14.6%
16.0
21
0.7%
17.0
42
1.4%
20.0
533
18.0%
25.0
60
2.0%
LARGEST VALUES
30.0
21
0.7%
25.0
60
2.0%
20.0
533
18.0%
17.0
42
1.4%
16.0
21
0.7%
15.0
433
14.6%
11.0
21
0.7%
10.0
659
22.3%
9.0
61
2.1%
8.0
161
5.4%
7.0
351
11.9%
6.0
193
6.5%
5.0
274
9.3%
4.0
16
0.5%
3.0
20
0.7%
fun4_3
MISSING:
5,419
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun4_2
0.75
fun4_1
0.66
fun2_3
0.55
fun7_3
0.46
intel4_2
0.43
shar4_3
0.39
shar4_1
0.38
iid
0.38
sinc2_3
0.37
pid
0.37
wave
0.36
sinc4_2
0.36
attr7_3
-0.35
amb1_2
-0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun5_3
0.87
amb5_3
0.86
sinc5_3
0.86
attr5_3
0.86
intel5_3
0.86
attr3_3
0.69
intel3_3
0.69
sinc3_3
0.68
fun3_3
0.68
numdat_3
0.53
them_cal
0.46
mn_sat
0.45
date_3
0.42
you_call
0.40
MOST FREQUENT VALUES
20.0
821
27.7%
10.0
559
18.9%
8.0
379
12.8%
15.0
277
9.4%
9.0
192
6.5%
25.0
187
6.3%
30.0
121
4.1%
7.0
115
3.9%
6.0
106
3.6%
0.0
68
2.3%
5.0
43
1.5%
18.0
42
1.4%
17.0
21
0.7%
12.0
18
0.6%
3.0
10
0.3%
SMALLEST VALUES
0.0
68
2.3%
3.0
10
0.3%
5.0
43
1.5%
6.0
106
3.6%
7.0
115
3.9%
8.0
379
12.8%
9.0
192
6.5%
10.0
559
18.9%
12.0
18
0.6%
15.0
277
9.4%
17.0
21
0.7%
18.0
42
1.4%
20.0
821
27.7%
25.0
187
6.3%
30.0
121
4.1%
LARGEST VALUES
30.0
121
4.1%
25.0
187
6.3%
20.0
821
27.7%
18.0
42
1.4%
17.0
21
0.7%
15.0
277
9.4%
12.0
18
0.6%
10.0
559
18.9%
9.0
192
6.5%
8.0
379
12.8%
7.0
115
3.9%
6.0
106
3.6%
5.0
43
1.5%
3.0
10
0.3%
0.0
68
2.3%
amb4_3
MISSING:
5,419
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb4_1
0.61
amb4_2
0.56
sinc4_2
0.39
fun2_3
0.38
amb7_3
0.32
intel7_2
0.26
attr7_3
-0.24
sinc7_2
0.23
shar1_3
0.22
sinc4_3
0.22
intel4_2
0.21
fun2_2
0.21
shar4_1
0.20
intel4_3
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb5_3
0.70
attr5_3
0.70
fun5_3
0.69
sinc5_3
0.69
intel5_3
0.69
attr3_3
0.61
sinc3_3
0.61
intel3_3
0.60
fun3_3
0.60
mn_sat
0.48
numdat_3
0.43
them_cal
0.43
date_3
0.35
num_in_3
0.29
MOST FREQUENT VALUES
10.0
773
26.1%
5.0
446
15.1%
0.0
290
9.8%
15.0
272
9.2%
7.0
216
7.3%
8.0
201
6.8%
20.0
164
5.5%
6.0
161
5.4%
9.0
144
4.9%
30.0
57
1.9%
3.0
56
1.9%
17.0
21
0.7%
16.0
21
0.7%
13.0
21
0.7%
1.0
20
0.7%
SMALLEST VALUES
0.0
290
9.8%
1.0
20
0.7%
2.0
20
0.7%
3.0
56
1.9%
4.0
20
0.7%
5.0
446
15.1%
6.0
161
5.4%
7.0
216
7.3%
8.0
201
6.8%
9.0
144
4.9%
10.0
773
26.1%
13.0
21
0.7%
15.0
272
9.2%
16.0
21
0.7%
17.0
21
0.7%
LARGEST VALUES
40.0
19
0.6%
30.0
57
1.9%
25.0
19
0.6%
20.0
164
5.5%
18.0
18
0.6%
17.0
21
0.7%
16.0
21
0.7%
15.0
272
9.2%
13.0
21
0.7%
10.0
773
26.1%
9.0
144
4.9%
8.0
201
6.8%
7.0
216
7.3%
6.0
161
5.4%
5.0
446
15.1%
shar4_3
MISSING:
5,419
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar2_3
0.67
shar4_2
0.58
shar7_3
0.52
shar7_2
0.46
shar4_1
0.43
intel4_2
0.43
fun4_3
0.39
sinc4_3
0.35
intel4_1
0.34
sinc2_3
0.33
shar1_3
0.33
fun4_2
0.32
sinc4_1
0.31
fun4_1
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_3
0.80
fun5_3
0.80
attr5_3
0.79
intel5_3
0.79
amb5_3
0.79
attr3_3
0.66
sinc3_3
0.65
fun3_3
0.64
intel3_3
0.64
mn_sat
0.53
numdat_3
0.48
them_cal
0.43
date_3
0.37
you_call
0.36
MOST FREQUENT VALUES
10.0
651
22.0%
15.0
442
14.9%
20.0
386
13.0%
5.0
304
10.3%
8.0
255
8.6%
6.0
243
8.2%
7.0
191
6.5%
0.0
131
4.4%
9.0
118
4.0%
25.0
93
3.1%
17.0
56
1.9%
30.0
24
0.8%
16.0
21
0.7%
1.0
20
0.7%
45.0
14
0.5%
SMALLEST VALUES
0.0
131
4.4%
1.0
20
0.7%
4.0
10
0.3%
5.0
304
10.3%
6.0
243
8.2%
7.0
191
6.5%
8.0
255
8.6%
9.0
118
4.0%
10.0
651
22.0%
15.0
442
14.9%
16.0
21
0.7%
17.0
56
1.9%
20.0
386
13.0%
25.0
93
3.1%
30.0
24
0.8%
LARGEST VALUES
45.0
14
0.5%
30.0
24
0.8%
25.0
93
3.1%
20.0
386
13.0%
17.0
56
1.9%
16.0
21
0.7%
15.0
442
14.9%
10.0
651
22.0%
9.0
118
4.0%
8.0
255
8.6%
7.0
191
6.5%
6.0
243
8.2%
5.0
304
10.3%
4.0
10
0.3%
1.0
20
0.7%
attr2_3
MISSING:
5,419
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
attr4_3
0.85
attr2_2
0.78
attr4_2
0.67
attr2_1
0.66
attr4_1
0.63
pid
0.62
iid
0.59
wave
0.58
attr1_3
0.58
attr7_3
0.55
attr7_2
0.54
amb1_3
-0.50
sinc2_1
-0.50
intel2_2
-0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_3
0.88
sinc5_3
0.88
intel5_3
0.87
fun5_3
0.87
amb5_3
0.87
sinc3_3
0.66
intel3_3
0.64
attr3_3
0.62
fun3_3
0.62
mn_sat
0.48
them_cal
0.47
numdat_3
0.46
attr5_2
0.42
sinc5_2
0.42
MOST FREQUENT VALUES
20.0
394
13.3%
30.0
319
10.8%
9.0
314
10.6%
25.0
301
10.2%
40.0
241
8.1%
10.0
226
7.6%
50.0
215
7.3%
8.0
208
7.0%
15.0
165
5.6%
60.0
120
4.1%
7.0
112
3.8%
35.0
68
2.3%
6.0
66
2.2%
80.0
46
1.6%
5.0
26
0.9%
SMALLEST VALUES
5.0
26
0.9%
6.0
66
2.2%
7.0
112
3.8%
8.0
208
7.0%
9.0
314
10.6%
10.0
226
7.6%
13.0
9
0.3%
15.0
165
5.6%
17.0
21
0.7%
18.0
21
0.7%
19.0
21
0.7%
20.0
394
13.3%
22.0
14
0.5%
25.0
301
10.2%
30.0
319
10.8%
LARGEST VALUES
80.0
46
1.6%
70.0
22
0.7%
65.0
14
0.5%
60.0
120
4.1%
50.0
215
7.3%
45.0
16
0.5%
40.0
241
8.1%
35.0
68
2.3%
30.0
319
10.8%
25.0
301
10.2%
22.0
14
0.5%
20.0
394
13.3%
19.0
21
0.7%
18.0
21
0.7%
17.0
21
0.7%
sinc2_3
MISSING:
5,419
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sinc4_3
0.53
attr7_2
-0.49
sinc4_2
0.46
intel2_3
0.42
intel4_1
0.38
fun4_3
0.37
intel4_2
0.36
intel4_3
0.36
shar7_2
0.35
attr7_3
-0.34
sinc2_2
0.34
shar4_3
0.33
fun4_2
0.30
sinc4_1
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_3
0.79
amb5_3
0.78
sinc5_3
0.78
fun5_3
0.78
intel5_3
0.77
attr3_3
0.67
sinc3_3
0.66
intel3_3
0.65
fun3_3
0.64
numdat_3
0.43
them_cal
0.40
mn_sat
0.39
you_call
0.38
date_3
0.34
MOST FREQUENT VALUES
10.0
667
22.5%
20.0
517
17.5%
15.0
407
13.8%
7.0
279
9.4%
5.0
261
8.8%
8.0
253
8.6%
0.0
196
6.6%
6.0
148
5.0%
9.0
138
4.7%
16.0
35
1.2%
25.0
29
1.0%
3.0
20
0.7%
50.0
9
0.3%
SMALLEST VALUES
0.0
196
6.6%
3.0
20
0.7%
5.0
261
8.8%
6.0
148
5.0%
7.0
279
9.4%
8.0
253
8.6%
9.0
138
4.7%
10.0
667
22.5%
15.0
407
13.8%
16.0
35
1.2%
20.0
517
17.5%
25.0
29
1.0%
50.0
9
0.3%
LARGEST VALUES
50.0
9
0.3%
25.0
29
1.0%
20.0
517
17.5%
16.0
35
1.2%
15.0
407
13.8%
10.0
667
22.5%
9.0
138
4.7%
8.0
253
8.6%
7.0
279
9.4%
6.0
148
5.0%
5.0
261
8.8%
3.0
20
0.7%
0.0
196
6.6%
intel2_3
MISSING:
5,419
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
intel4_3
0.71
intel4_1
0.48
fun7_2
0.45
sinc2_3
0.42
attr4_2
0.38
fun4_1
0.38
intel7_3
0.38
intel4_2
0.38
intel2_1
0.37
iid
0.35
intel2_2
0.34
fun4_3
0.33
wave
0.33
attr4_1
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_3
0.85
fun5_3
0.85
attr5_3
0.81
amb5_3
0.81
intel5_3
0.80
fun3_3
0.65
sinc3_3
0.65
attr3_3
0.65
intel3_3
0.64
numdat_3
0.53
them_cal
0.45
you_call
0.43
date_3
0.43
mn_sat
0.40
MOST FREQUENT VALUES
10.0
625
21.1%
15.0
511
17.3%
20.0
486
16.4%
7.0
321
10.8%
8.0
266
9.0%
5.0
172
5.8%
0.0
132
4.5%
6.0
131
4.4%
9.0
92
3.1%
25.0
60
2.0%
4.0
45
1.5%
30.0
31
1.0%
16.0
21
0.7%
17.0
21
0.7%
23.0
21
0.7%
SMALLEST VALUES
0.0
132
4.5%
4.0
45
1.5%
5.0
172
5.8%
6.0
131
4.4%
7.0
321
10.8%
8.0
266
9.0%
9.0
92
3.1%
10.0
625
21.1%
15.0
511
17.3%
16.0
21
0.7%
17.0
21
0.7%
20.0
486
16.4%
22.0
9
0.3%
23.0
21
0.7%
25.0
60
2.0%
LARGEST VALUES
60.0
15
0.5%
30.0
31
1.0%
25.0
60
2.0%
23.0
21
0.7%
22.0
9
0.3%
20.0
486
16.4%
17.0
21
0.7%
16.0
21
0.7%
15.0
511
17.3%
10.0
625
21.1%
9.0
92
3.1%
8.0
266
9.0%
7.0
321
10.8%
6.0
131
4.4%
5.0
172
5.8%
fun2_3
MISSING:
5,419
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fun4_3
0.55
fun2_2
0.49
fun4_2
0.45
fun4_1
0.44
intel4_2
0.43
pid
0.42
sinc4_2
0.40
iid
0.39
wave
0.39
amb4_3
0.38
amb4_1
0.37
shar4_1
0.34
attr2_1
0.33
amb2_2
-0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_3
0.86
intel5_3
0.85
fun5_3
0.85
sinc5_3
0.85
amb5_3
0.85
attr3_3
0.67
intel3_3
0.67
sinc3_3
0.66
fun3_3
0.66
numdat_3
0.53
them_cal
0.47
mn_sat
0.46
date_3
0.42
num_in_3
0.39
MOST FREQUENT VALUES
20.0
880
29.7%
10.0
509
17.2%
8.0
302
10.2%
15.0
256
8.7%
9.0
226
7.6%
25.0
215
7.3%
7.0
178
6.0%
0.0
82
2.8%
40.0
77
2.6%
30.0
74
2.5%
5.0
52
1.8%
6.0
36
1.2%
18.0
21
0.7%
19.0
21
0.7%
4.0
20
0.7%
SMALLEST VALUES
0.0
82
2.8%
3.0
10
0.3%
4.0
20
0.7%
5.0
52
1.8%
6.0
36
1.2%
7.0
178
6.0%
8.0
302
10.2%
9.0
226
7.6%
10.0
509
17.2%
15.0
256
8.7%
18.0
21
0.7%
19.0
21
0.7%
20.0
880
29.7%
25.0
215
7.3%
30.0
74
2.5%
LARGEST VALUES
40.0
77
2.6%
30.0
74
2.5%
25.0
215
7.3%
20.0
880
29.7%
19.0
21
0.7%
18.0
21
0.7%
15.0
256
8.7%
10.0
509
17.2%
9.0
226
7.6%
8.0
302
10.2%
7.0
178
6.0%
6.0
36
1.2%
5.0
52
1.8%
4.0
20
0.7%
3.0
10
0.3%
amb2_3
MISSING:
5,419
(65%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb2_2
0.62
amb2_1
0.54
fun4_2
0.40
attr7_2
-0.37
shar7_2
0.34
intel1_2
-0.30
fun4_3
0.29
shar4_3
0.25
fun7_2
-0.25
yoga
-0.24
attr1_1
0.23
shar4_2
0.22
fun4_1
0.22
fun2_2
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_3
0.75
fun5_3
0.71
sinc5_3
0.71
intel5_3
0.70
amb5_3
0.69
attr3_3
0.64
sinc3_3
0.62
intel3_3
0.61
fun3_3
0.60
mn_sat
0.59
numdat_3
0.51
you_call
0.44
date_3
0.40
attr5_2
0.36
MOST FREQUENT VALUES
10.0
878
29.7%
15.0
314
10.6%
0.0
296
10.0%
5.0
275
9.3%
7.0
251
8.5%
8.0
214
7.2%
20.0
208
7.0%
9.0
190
6.4%
6.0
136
4.6%
4.0
59
2.0%
25.0
42
1.4%
14.0
21
0.7%
50.0
21
0.7%
2.0
20
0.7%
12.0
14
0.5%
SMALLEST VALUES
0.0
296
10.0%
2.0
20
0.7%
3.0
10
0.3%
4.0
59
2.0%
5.0
275
9.3%
6.0
136
4.6%
7.0
251
8.5%
8.0
214
7.2%
9.0
190
6.4%
10.0
878
29.7%
12.0
14
0.5%
14.0
21
0.7%
15.0
314
10.6%
20.0
208
7.0%
25.0
42
1.4%
LARGEST VALUES
50.0
21
0.7%
30.0
10
0.3%
25.0
42
1.4%
20.0
208
7.0%
15.0
314
10.6%
14.0
21
0.7%
12.0
14
0.5%
10.0
878
29.7%
9.0
190
6.4%
8.0
214
7.2%
7.0
251
8.5%
6.0
136
4.6%
5.0
275
9.3%
4.0
59
2.0%
3.0
10
0.3%
shar2_3
MISSING:
6,362
(76%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
shar4_3
0.67
shar2_2
0.52
shar1_3
0.51
shar7_3
0.51
attr4_3
-0.50
attr2_3
-0.50
shar7_2
0.48
attr1_3
-0.48
shar1_s
0.43
attr7_3
-0.42
attr4_2
-0.40
shar4_2
0.38
sinc4_3
0.37
shar1_2
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_3
0.85
sinc5_3
0.84
fun5_3
0.84
amb5_3
0.84
intel5_3
0.84
mn_sat
0.61
sinc3_3
0.55
intel3_3
0.54
attr3_3
0.53
fun3_3
0.52
amb5_1
0.43
fun5_2
0.42
amb5_2
0.41
attr5_1
0.41
MOST FREQUENT VALUES
10.0
669
33.2%
15.0
367
18.2%
5.0
341
16.9%
20.0
324
16.1%
0.0
154
7.6%
25.0
56
2.8%
18.0
35
1.7%
30.0
18
0.9%
45.0
14
0.7%
19.0
14
0.7%
17.0
14
0.7%
4.0
10
0.5%
SMALLEST VALUES
0.0
154
7.6%
4.0
10
0.5%
5.0
341
16.9%
10.0
669
33.2%
15.0
367
18.2%
17.0
14
0.7%
18.0
35
1.7%
19.0
14
0.7%
20.0
324
16.1%
25.0
56
2.8%
30.0
18
0.9%
45.0
14
0.7%
LARGEST VALUES
45.0
14
0.7%
30.0
18
0.9%
25.0
56
2.8%
20.0
324
16.1%
19.0
14
0.7%
18.0
35
1.7%
17.0
14
0.7%
15.0
367
18.2%
10.0
669
33.2%
5.0
341
16.9%
4.0
10
0.5%
0.0
154
7.6%
attr3_3
MISSING:
4,404
(53%)
TOP CATEGORIES
7.0
1,302
33%
8.0
1,102
28%
6.0
564
14%
9.0
463
12%
5.0
201
5%
4.0
118
3%
12.0
112
3%
3.0
55
1%
2.0
33
<1%
10.0
24
<1%
ALL
3,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
attr3_3
PROVIDES INFORMATION ON...
intel3_3
0.56
fun3_3
0.55
sinc3_3
0.52
attr5_3
0.46
date_3
0.34
fun5_3
0.32
you_call
0.31
numdat_3
0.31
them_cal
0.30
intel5_3
0.30
sinc5_3
0.30
amb5_3
0.30
num_in_3
0.23
attr3_2
0.19

THESE FEATURES
GIVE INFORMATION
ON attr3_3:
fun3_3
0.57
intel3_3
0.54
sinc3_3
0.53
attr5_3
0.29
attr3_2
0.23
fun5_3
0.21
amb5_3
0.20
sinc5_3
0.19
intel5_3
0.19
attr3_1
0.19
them_cal
0.17
mn_sat
0.16
you_call
0.14
attr5_1
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr3_3
CORRELATION RATIO WITH...
amb3_3
0.95
intel1_3
0.94
fun1_3
0.92
sinc1_3
0.86
amb1_3
0.82
shar1_3
0.82
attr1_3
0.81
fun4_3
0.69
sinc4_3
0.68
fun2_3
0.67
sinc2_3
0.67
intel4_3
0.67
shar4_3
0.66
intel2_3
0.65
sinc3_3
MISSING:
4,404
(53%)
TOP CATEGORIES
8.0
1,204
30%
9.0
1,031
26%
7.0
660
17%
10.0
368
9%
6.0
343
9%
12.0
173
4%
5.0
110
3%
3.0
36
<1%
4.0
31
<1%
2.0
18
<1%
ALL
3,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sinc3_3
PROVIDES INFORMATION ON...
intel3_3
0.56
attr3_3
0.53
fun3_3
0.52
sinc5_3
0.36
date_3
0.34
intel5_3
0.33
attr5_3
0.33
amb5_3
0.31
fun5_3
0.31
you_call
0.31
them_cal
0.30
numdat_3
0.29
num_in_3
0.27
sinc3_2
0.13

THESE FEATURES
GIVE INFORMATION
ON sinc3_3:
intel3_3
0.54
fun3_3
0.53
attr3_3
0.52
sinc5_3
0.23
attr5_3
0.21
intel5_3
0.21
amb5_3
0.20
fun5_3
0.20
them_cal
0.17
sinc3_2
0.16
mn_sat
0.15
you_call
0.14
sinc3_1
0.13
date_3
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc3_3
CORRELATION RATIO WITH...
amb3_3
0.95
fun1_3
0.93
intel1_3
0.92
sinc1_3
0.87
shar1_3
0.83
amb1_3
0.82
attr1_3
0.82
fun4_3
0.68
sinc4_3
0.66
intel4_3
0.66
attr2_3
0.66
fun2_3
0.66
sinc2_3
0.66
intel2_3
0.65
intel3_3
MISSING:
4,404
(53%)
TOP CATEGORIES
8.0
1,338
34%
9.0
1,322
33%
7.0
510
13%
10.0
288
7%
12.0
233
6%
6.0
137
3%
5.0
105
3%
3.0
22
<1%
4.0
19
<1%
ALL
3,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
intel3_3
PROVIDES INFORMATION ON...
attr3_3
0.54
sinc3_3
0.54
fun3_3
0.52
intel5_3
0.38
date_3
0.35
attr5_3
0.34
sinc5_3
0.33
amb5_3
0.32
fun5_3
0.31
them_cal
0.30
numdat_3
0.28
you_call
0.28
num_in_3
0.24
intel3_1
0.14

THESE FEATURES
GIVE INFORMATION
ON intel3_3:
sinc3_3
0.56
attr3_3
0.56
fun3_3
0.56
intel5_3
0.25
attr5_3
0.22
amb5_3
0.22
sinc5_3
0.22
fun5_3
0.21
them_cal
0.17
mn_sat
0.17
intel3_2
0.16
intel3_1
0.15
you_call
0.14
date_3
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intel3_3
CORRELATION RATIO WITH...
amb3_3
0.96
intel1_3
0.92
fun1_3
0.92
sinc1_3
0.85
shar1_3
0.82
amb1_3
0.82
attr1_3
0.80
fun4_3
0.69
fun2_3
0.67
intel4_3
0.67
sinc4_3
0.66
sinc2_3
0.65
attr4_3
0.65
intel2_3
0.64
fun3_3
MISSING:
4,404
(53%)
TOP CATEGORIES
8.0
1,065
27%
7.0
986
25%
9.0
749
19%
6.0
452
11%
10.0
238
6%
5.0
193
5%
12.0
153
4%
2.0
60
2%
3.0
52
1%
4.0
26
<1%
ALL
3,974
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
fun3_3
PROVIDES INFORMATION ON...
attr3_3
0.57
intel3_3
0.56
sinc3_3
0.53
fun5_3
0.41
date_3
0.34
attr5_3
0.32
amb5_3
0.32
intel5_3
0.32
them_cal
0.31
numdat_3
0.31
you_call
0.30
sinc5_3
0.30
num_in_3
0.27
fun3_2
0.16

THESE FEATURES
GIVE INFORMATION
ON fun3_3:
attr3_3
0.55
sinc3_3
0.52
intel3_3
0.52
fun5_3
0.26
amb5_3
0.20
fun3_2
0.20
attr5_3
0.20
intel5_3
0.19
sinc5_3
0.18
fun3_1
0.18
them_cal
0.17
mn_sat
0.16
you_call
0.14
numdat_3
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun3_3
CORRELATION RATIO WITH...
amb3_3
0.96
fun1_3
0.93
intel1_3
0.93
sinc1_3
0.86
shar1_3
0.82
amb1_3
0.82
attr1_3
0.80
fun4_3
0.68
sinc4_3
0.66
intel4_3
0.66
fun2_3
0.66
intel2_3
0.65
shar4_3
0.64
sinc2_3
0.64
amb3_3
MISSING:
4,404
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
amb1_s
0.42
expnum
0.37
amb1_3
0.36
amb1_1
0.33
amb1_2
0.33
intel2_2
0.27
sinc7_2
-0.23
sinc1_1
-0.22
imprace
0.20
sinc3_s
0.19
fun1_s
0.19
sinc4_2
-0.17
sinc1_2
-0.16
fun4_3
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun3_3
0.96
intel3_3
0.96
attr3_3
0.95
sinc3_3
0.95
them_cal
0.56
amb5_3
0.55
fun5_3
0.54
attr5_3
0.53
intel5_3
0.53
sinc5_3
0.53
you_call
0.48
date_3
0.44
numdat_3
0.42
mn_sat
0.33
MOST FREQUENT VALUES
7.0
870
21.9%
8.0
862
21.7%
9.0
839
21.1%
6.0
422
10.6%
5.0
299
7.5%
4.0
207
5.2%
10.0
185
4.7%
12.0
147
3.7%
3.0
91
2.3%
2.0
43
1.1%
1.0
9
0.2%
SMALLEST VALUES
1.0
9
0.2%
2.0
43
1.1%
3.0
91
2.3%
4.0
207
5.2%
5.0
299
7.5%
6.0
422
10.6%
7.0
870
21.9%
8.0
862
21.7%
9.0
839
21.1%
10.0
185
4.7%
12.0
147
3.7%
LARGEST VALUES
12.0
147
3.7%
10.0
185
4.7%
9.0
839
21.1%
8.0
862
21.7%
7.0
870
21.9%
6.0
422
10.6%
5.0
299
7.5%
4.0
207
5.2%
3.0
91
2.3%
2.0
43
1.1%
1.0
9
0.2%
attr5_3
MISSING:
6,362
(76%)
TOP CATEGORIES
7.0
747
37%
6.0
413
20%
8.0
388
19%
9.0
192
10%
5.0
92
5%
4.0
70
3%
3.0
46
2%
2.0
46
2%
10.0
22
1%
ALL
2,016
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
attr5_3
PROVIDES INFORMATION ON...
intel5_3
0.65
fun5_3
0.64
sinc5_3
0.64
amb5_3
0.62
attr3_3
0.29
numdat_3
0.27
num_in_3
0.25
intel3_3
0.22
sinc3_3
0.21
attr5_2
0.20
fun3_3
0.20
attr5_1
0.18
you_call
0.15
date_3
0.15

THESE FEATURES
GIVE INFORMATION
ON attr5_3:
fun5_3
0.66
sinc5_3
0.64
amb5_3
0.64
intel5_3
0.64
attr3_3
0.46
intel3_3
0.34
attr5_2
0.33
sinc3_3
0.33
attr5_1
0.32
fun3_3
0.32
mn_sat
0.31
amb5_1
0.23
sinc5_1
0.23
fun5_1
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
attr5_3
CORRELATION RATIO WITH...
intel7_3
0.90
fun7_3
0.90
attr2_3
0.88
attr4_3
0.88
fun4_3
0.86
sinc7_3
0.86
fun2_3
0.86
attr7_3
0.85
shar2_3
0.85
intel4_3
0.84
intel2_3
0.81
sinc4_3
0.81
shar4_3
0.79
shar7_3
0.79
sinc5_3
MISSING:
6,362
(76%)
TOP CATEGORIES
8.0
561
28%
9.0
504
25%
7.0
440
22%
6.0
173
9%
5.0
150
7%
10.0
124
6%
4.0
43
2%
2.0
15
<1%
3.0
6
<1%
ALL
2,016
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sinc5_3
PROVIDES INFORMATION ON...
intel5_3
0.65
attr5_3
0.64
fun5_3
0.62
amb5_3
0.61
num_in_3
0.25
numdat_3
0.25
sinc3_3
0.23
intel3_3
0.22
attr3_3
0.19
fun3_3
0.18
date_3
0.16
sinc5_2
0.16
sinc5_1
0.15
mn_sat
0.15

THESE FEATURES
GIVE INFORMATION
ON sinc5_3:
attr5_3
0.64
intel5_3
0.64
fun5_3
0.63
amb5_3
0.63
sinc3_3
0.36
intel3_3
0.33
mn_sat
0.30
attr3_3
0.30
fun3_3
0.30
sinc5_2
0.26
sinc5_1
0.26
attr5_1
0.23
amb5_1
0.23
fun5_1
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sinc5_3
CORRELATION RATIO WITH...
fun7_3
0.90
intel7_3
0.90
attr2_3
0.88
attr4_3
0.87
fun4_3
0.86
attr7_3
0.85
fun2_3
0.85
intel2_3
0.85
shar2_3
0.84
intel4_3
0.84
sinc7_3
0.83
shar7_3
0.81
shar4_3
0.80
sinc4_3
0.79
intel5_3
MISSING:
6,362
(76%)
TOP CATEGORIES
8.0
542
27%
9.0
457
23%
7.0
454
23%
10.0
268
13%
6.0
232
12%
5.0
41
2%
4.0
22
1%
ALL
2,016
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
intel5_3
PROVIDES INFORMATION ON...
attr5_3
0.64
sinc5_3
0.64
amb5_3
0.62
fun5_3
0.61
intel3_3
0.25
numdat_3
0.25
num_in_3
0.23
sinc3_3
0.21
fun3_3
0.19
attr3_3
0.19
intel5_2
0.16
date_3
0.15
mn_sat
0.15
intel5_1
0.15

THESE FEATURES
GIVE INFORMATION
ON intel5_3:
amb5_3
0.65
sinc5_3
0.65
attr5_3
0.65
fun5_3
0.63
intel3_3
0.38
sinc3_3
0.33
mn_sat
0.32
fun3_3
0.32
attr3_3
0.30
intel5_2
0.26
intel5_1
0.25
fun5_1
0.24
amb5_1
0.23
fun5_2
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intel5_3
CORRELATION RATIO WITH...
fun7_3
0.91
intel7_3
0.89
attr4_3
0.88
attr2_3
0.87
fun4_3
0.86
attr7_3
0.85
fun2_3
0.85
sinc7_3
0.85
shar2_3
0.84
intel4_3
0.83
intel2_3
0.80
shar4_3
0.79
shar7_3
0.79
sinc4_3
0.79
fun5_3
MISSING:
6,362
(76%)
TOP CATEGORIES
7.0
545
27%
8.0
441
22%
6.0
346
17%
9.0
250
12%
5.0
216
11%
10.0
155
8%
1.0
27
1%
2.0
15
<1%
3.0
15
<1%
4.0
6
<1%
ALL
2,016
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
fun5_3
PROVIDES INFORMATION ON...
attr5_3
0.66
intel5_3
0.63
sinc5_3
0.63
amb5_3
0.62
num_in_3
0.27
fun3_3
0.26
numdat_3
0.26
attr3_3
0.21
intel3_3
0.21
sinc3_3
0.20
fun5_2
0.16
date_3
0.16
mn_sat
0.16
fun5_1
0.16

THESE FEATURES
GIVE INFORMATION
ON fun5_3:
attr5_3
0.64
amb5_3
0.62
sinc5_3
0.62
intel5_3
0.61
fun3_3
0.41
attr3_3
0.32
mn_sat
0.32
sinc3_3
0.31
intel3_3
0.31
fun5_1
0.28
fun5_2
0.27
attr5_1
0.24
amb5_1
0.23
attr5_2
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fun5_3
CORRELATION RATIO WITH...
fun7_3
0.91
intel7_3
0.90
attr4_3
0.88
attr2_3
0.87
fun4_3
0.87
fun2_3
0.85
attr7_3
0.85
intel2_3
0.85
intel4_3
0.84
shar2_3
0.84
sinc7_3
0.84
shar7_3
0.80
shar4_3
0.80
sinc4_3
0.79
amb5_3
MISSING:
6,362
(76%)
TOP CATEGORIES
7.0
610
30%
8.0
384
19%
6.0
328
16%
9.0
259
13%
5.0
161
8%
10.0
133
7%
4.0
85
4%
2.0
38
2%
1.0
18
<1%
ALL
2,016
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
amb5_3
PROVIDES INFORMATION ON...
intel5_3
0.65
attr5_3
0.64
sinc5_3
0.63
fun5_3
0.62
num_in_3
0.27
numdat_3
0.25
intel3_3
0.22
sinc3_3
0.20
fun3_3
0.20
attr3_3
0.20
amb5_2
0.16
mn_sat
0.15
date_3
0.14
you_call
0.14

THESE FEATURES
GIVE INFORMATION
ON amb5_3:
intel5_3
0.62
attr5_3
0.62
fun5_3
0.62
sinc5_3
0.61
intel3_3
0.32
fun3_3
0.32
sinc3_3
0.31
mn_sat
0.31
attr3_3
0.30
amb5_2
0.25
amb5_1
0.25
fun5_1
0.22
attr5_1
0.22
attr5_2
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
amb5_3
CORRELATION RATIO WITH...
fun7_3
0.90
intel7_3
0.88
attr4_3
0.87
attr2_3
0.87
fun4_3
0.86
attr7_3
0.86
fun2_3
0.85
sinc7_3
0.85
shar2_3
0.84
intel4_3
0.83
intel2_3
0.81
shar7_3
0.80
amb7_3
0.79
sinc4_3
0.79